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16 Computer Science (CS) Resume Examples for 2024

• Computer Science (CS) Resumes
• CS Student Resumes
• CS Resumes by Experience
• CS Resumes by Role

Writing Your Computer Science Resume

When you’re a computer science student looking for an internship or your first full-time role as a developer, deciding what to include in a  good resume  and how to format it correctly can be challenging.

We analyzed countless computer science resumes and chose the top 16 examples to help you get started. No matter if you’re looking for your first real-world coding job or are a seasoned campaigner, we have a computer science cover letter and resume designed to match where you’re at in your career.

The hardest part of resume writing is figuring out how to do a resume. Our  resume tips ,  resume maker,  and free  Word resume templates  have helped developers  get interviews at companies like Facebook and Microsoft,  so they’re a great place to start.

Computer Science Resume Example

Microsoft Word

Google Docs

Why this resume works

• If you’ve already had an internship or related work experience (as a research assistant, for example), you want to highlight that experience at the top of your computer science resume. Lead with your strengths, and if you have the experience, that’s a real asset.
• Hiring managers review a lot of resumes for CS internships and entry-level roles. Don’t be afraid to let your personality shine! Your activities outside the classroom can help you stand out if you have a unique interest.
• Starting with a  resume outline example  can help guide you in how to include a project or two on your final resume.

Computer Scientist Resume Example

• Your computer scientist resume should build upon any related experience, perhaps as an entry-level computer support specialist. Your experience coupled with a four-year degree can open a career path for you.
• Use any previous education and experience as a launchpad to land your next computer science role. 

Computer Science Student Resume Example

• Browse through our  free resume templates  on Google for some inspiring designs suited for little to no experience. 
• Employers understand that people looking for their first programming role won’t have relevant work experience to discuss. In this case, strive to demonstrate your interest in computer science through personal projects and what you did outside of class during your school years.
• At this point, your education is your greatest strength, so be sure to list all the relevant classes you’ve taken that make you a great fit for the role to which you’re applying.

Computer Science Internship Resume Example

• Don’t list too many skills. A hiring manager wants to know your strengths. It’s much better to list two to three languages or tools you’re really strong in than ten you wouldn’t be able to answer questions about in an interview.
• List work experience, even if it’s not directly related to computer science. It shows you can handle responsibility and are reliable. Combining this with the  technical skills on your resume  can give you an advantage over the competition.

Computer Science Major Resume Example

• The CS courses you’re studying will give an employer a better picture of what theoretical knowledge you’re well versed in and can bring to your first job.

Computer Science No Experience Resume Example

• The details of a personal project—like one where you designed and developed a portfolio website—are a great addition to your computer science no experience resume.

Entry-Level Computer Science Resume Example

• This means finding a  professional resume template  that includes your education, relevant skills, projects you’ve worked on, and any relevant internship experience, plus leveraging a cover letter generator to complement your application.
• To make the case you’ll have a real impact as a full-time developer, you should quantify the impact of your internship achievements. Numbers make a much stronger case than words, so using them will set your resume apart.

Entry AGS Desktop Publisher Resume Example

• As a desktop publisher, you use publishing software to create various documents and products, including financial reports, business proposals, books, newspapers, newsletters, packaging, tickets, and business cards. You format and combine text, numerical data, photographs, illustrations, charts, and other visual elements.
• Analyze locally available job descriptions and take note of consistent skill requirements. These requirements serve as a physical roadmap of what to include in your resume.
• Specialize using the physical roadmap from the local analysis mentioned above to create an aspirational checklist of what to learn/continue learning to be maximally effective.
• Career objectives  exist to support and enhance whatever work experience you list. Instead of opting for a lengthier resume that includes irrelevant experience, your entry AGS desktop publisher resume can use a career objective to instill confidence in the reader and prove that you have a proven, albeit short, history of driving value.

Entry-Level Android Developer Resume Example

• As an aspiring developer, your  entry-level Android developer resume  has options for showcasing your available skillset.
• The key here isn’t reinventing the wheel but creating something dynamic and unique that can’t be easily replicated with a few Google searches and a video tutorial.
• Some internships require a fully completed degree to be in hand before starting. Although this is becoming more uncommon with the introduction of online coding trade schools (boot camps), research needs to be done regarding individual markets and locations.

Senior Computer Vision Scientist Resume Example

• Your senior computer vision scientist resume should be steeped in well-documented data and reporting. When updating the  resume skills  list on your resume, there are two primary sources from which you can collect data.
• The first source is the company’s list of required skills from the job description. This list provides the exact skills needed to excel in the role.
• The second way is to look at desired job titles in a specific geographic location. After evaluating the market’s desired skill requisites, adjustments can be made to showcase expertise to the general “heartbeat” of what employers in the area are seeking.
• Emphasize specific bullet points with KPIs that complement and enhance the general “heartbeat” of the desired market.

Computer Programming Resume Example

• So, what else can you do to ensure that your computer programming resume impresses recruiters? Well, an elegant template with subtle color accents would add flair to your application. Also, this format gives your piece the room to balance text and white spaces for a formal outlook.

Computer Engineering Resume Example

• Take this direction, and demonstrate your numbers in production errors and hardware costs (cue: 27% reduction in production errors and reducing hardware costs by 18%).

Computer Technician Resume Example

• Be sure to highlight these achievements in your resume all while integrating quantifiable metrics to add credibility to your achievements, making yourself a strong candidate.

Computer Science Teaching Assistant Resume Example

• Your  computer science teaching assistant resume  should contain the key sections recruiters need to see. It may be tempting to include other sections, many projects, or even non-relevant work experience when writing your academic resume, but that can greatly hurt your chances of being interviewed.
• The most important sections are skills, work experience, education, and relevant projects.
• For example, “Engaged with industry to maintain 100% fluency in the area of focus and provide opportunities for students to work on industry projects.”
• In the eyes of the reader, this bullet point means you will not need a lot of training and will bring immediate value to the company when hired.

Computer Science & Engineering Teacher Resume Example

• Adding a summary gives you the chance to reinforce your abilities with software engineering, curriculum development, and teaching, overall increasing your chances of landing an interview.
• Don’t forget to customize your  skills section  in addition to the other sections on your resume; check the job description for skill keywords you can include to catch any recruiter’s eye.

Computer Science Tutor Resume Example

• For example, you could include experience that involves working with students, colleagues, and school administration.
• You should also include soft skills, even though they’re difficult to quantify. Scan the job description to find soft skill keywords you can use in your  skills section  or work experience.
• Projects are a good way to demonstrate your tech knowledge, especially if you have limited work experience. However, projects are formatted slightly differently than work experience; use our  resume outline example  to show you how to add relevant projects to your resume.
• Your skills section is vital for demonstrating your technical abilities – include the software and tools you’re comfortable using and especially include any tools that are listed on the job description.

Related resume guides

• Data Analyst
• Data Science Resume
• Java Developer
• Data Engineer

Early in your computer science career, you must keep your resume to one page. As such, real estate on your resume is valuable. You should only include a  resume objective  if it adds value and increases your chances of getting an interview.

So, what is a resume objective for a computer science student? It’s a statement that succinctly states your skills, what you’re looking for in the job you’re applying for, and how you’ll add value in that role.

That sounds like a lot, but it’s not that bad in practice. You should keep it to two to three sentences and customize it to each role for which you apply. Here are a couple of examples from the resumes above:

• “I’m looking for an internship where I can utilize my experience with natural language processing and building web apps for non-technical users to further the mission of Coursera in democratizing education across the world.”
• “Industrious recent computer science graduate with a zeal for innovation. Seeking a position at Sikka Software, where the strategic focus on delighting users aligns with my creativity and desire to enhance social events through technology.”

Alternatively, if you’ve built some valuable experience, you may want to consider a  resume summary statement . Only include one if you can successfully and specifically highlight your greatest career accomplishments. 

Projects on your computer science resume

When you’re looking for a computer science internship or your first full-time role as a developer, projects are a must-have on your resume.

These can either be projects you completed as part of a class or something you went out and built on your own. Projects are the best way to show a potential employer that you can take what you learned in class and apply it to the real world.

More than that, they’re a great way to demonstrate your interest in coding outside of your classwork. In your projects, mention exactly what you built and the languages/ libraries you used. Here are some examples:

Social media scheduler

• Built a responsive web app using Django and Node that allowed users to schedule social media posts across Instagram and Twitter
• Utilized the Twitter API and Instagram API
• Built features using scikit-learn in Python that learned what time of day maximized engagement with social media posts which increased the overall user engagement rate by 15% 
• Released app for free for University of Pittsburgh students, and it quickly grew to over 500 monthly active users
• Used: Javascript, Python, SQL, HTML/CSS

Poker simulation

• Built a full-stack web app to allow users to simulate and visualize outcomes of poker hands against opponents of different play styles using open-source cards.js on the front-end
• Utilized sci-kit learn in Python to simulate possible outcomes under different scenarios that the users chose

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• 15 Project Ideas For CSE
• 1. Face Detection and Recognition
• 2. Stock Prediction Analysis
• 3. Online White Board
• 4. Chatbots
• 5. Spam Filtering
• 6. Sentiment Analysis for Product Rating
• 7. Sales Forecasting
• 8. Signature Verification
• 9. Speech to Text
• 10. Uber Data Analysis
• 11. Create Apps on Kubernetes
• 12. Bank Management Software
• 13. Automated Patient and Doctor Handling System
• 14. Web Scraping Using Beautiful Soup
• 15. Election Analysis
• To Conclude

Top 15 Project Ideas for CSE To Work On Right Now

Computer Science projects are the best way to build your practical knowledge and enhance your skills in programming. If someone is looking for a job in the IT sector, then the practical knowledge of programming can help them land an ideal job in the IT industry. At the same time, you might want to work on one of those project ideas for CSE that helps you efficiently use all the aspects of computer science such as coding , analysis, designing, algorithms, basic theory, etc. Working on projects helps you to get hands-on experience in this field.

Most of the interviewers or hiring managers ask about the project on which the candidate had worked. It helps them understand the hands-on experience of a candidate on different frameworks. The practical experience that a candidate gain helps them work away with longer retention of applied skills.

Check Out Projects From Different Domains

Let’s see the top 15 project ideas for CSE that will make a mark in your resume and help you in career building.  

• Face Detection and Recognition
• Stock Prediction Analysis
• Online White Board
• Spam Filtering
• Sentiment Analysis for Product Rating
• Sales Forecasting
• Signature Verification
• Speech to Text
• Uber Data Analysis
• Create Apps on Kubernetes
• Bank Management Software
• Automated Patient and Doctor Handling System
• Web Scraping Using Beautiful Soup
• Election Analysis

Face detection and recognition are widely popular surveillance techniques. It detects and analyzes distinct facial features. Here, Principal Component Analysis is the most successful technique in face detection. It is used for image recognition and compression. Prediction, redundancy removal, feature extraction, data compression are some of the applications of PCA. Here are some steps that can help you start with the face detection project.

• Install all the required libraries as per the program needs.
• Detect faces on which you need to perform the facial recognition.
• Collect data from various resources.
• Train and Test your data.
• Start facial detection and recognition.

Facial recognition technology has many applications such as crowd surveillance, mugshots matching, video content indexing, personal identification, entrance security, etc. 

Stock prediction can help determine and predict stock prices behavior. With the help of the Regression Algorithm or Random Forest technique, we can design our stock prediction model. The stock prediction requires lots of data of previous stock processes based on which data cleaning is performed. Then the suitable algorithm is applied to train the model, and then the tests are done on that model to make future predictions of the stock market. Once the model reaches the appropriate level of accuracy, we can deploy it and take its benefits. 

Multiple companies are using stock prediction to determine stock market behavior.

For those who are still beginners in the field of programming and want to start with essential and straightforward projects, they can work on projects like an online whiteboard. This is one of the project ideas for CSE that can be efficiently designed with Javascript. You can include features like pen, shapes, eraser options. Along with this, you can include undo/redo option, export images or PDF on a whiteboard, etc. While working on this project candidate should know Data structure and algorithms , JavaScript , Jquery , HTML , CSS , and Canva.

Chatbot has become one of the standard applications to interact with customers via text or speech. Most companies deploy the Chatbot on their websites to give fast replies to their customers—this helps reduce man force and reduce delay in responses. The spaCy is a python library for Natural Language Processing (NLP). This helps developers to make interactive applications for NLP. It can understand a large volume of text. When combined with a machine-learning algorithm, it generates several types of responses. It helps the developer design the Chatbot using Python and gives relevant responses to the Chatbot customers.

This is an open practical application to save people from theft and threats. Today emails and SMS are the most commonly used communication services. With the help of emails and SMS, many companies share spam advertisements, promotions, awards, rewards, money, unsafe links, etc. Using Tensorflow and Deep learning algorithms such as Recurrent neural networks and LSTMs can help predict spam messages with up to 99% accuracy.

Now, companies provide ratings to their products by user sentiments present in customers’ comments. The user comments are processed, and sentiment analysis methodology is applied. This comment is analyzed, and ratings are provided to the product based on the overall sentiments present on the comment. It is easy to decide whether the product or service is good or bad, and user can quickly leave their review on the product or the services. The only disadvantage of using this technique is that it only matches the keyword stored in the database and ignores all others.

Analyzing and predicting the future market is the main objective of any of the best project ideas for CSE. Every store requires predicting future sales to plan its inventory accordingly. This helps to plan their business and staffing as per future growth. This project includes multiple factors to determine and predict the future demand and need as per the business.

• Data Analysis: Analysis of the sales data and store data
• Data Pre-processing: Cleaning, Merging, and Splitting the data
• Dependent Variable: To determine which variables need to be used in the project
• Models: Building models based on sales forecasting of the business

This project helps validate whether the given signature is real or fake. The system stores the original signature and then analyzes the signature based on the original feed signature, and it will tell whether the signature is original or not. Due to online work, it has become important o keep the document’s authenticity, and it would be a great project in the computer science domain.

With digital image processing and neural networks, this project can be built from scratch. It will require lots of data to train and resize the model, and then we need to build the convolutional neural network model for implementation.

This is one of the project ideas for CSE that helps to convert the speech into text by using Python. Today there is a massive demand for Deep Learning and Natural Language Processing to work on data. Working on this project needs a proper understanding of the problem statement and extracting technique of Audio Signal. There are different features extraction techniques from an Audio Signal and a speech-to-text model in Python.

The NYC Taxi and Limousine Commission (TLC) datasets about Uber’s ridership are popular in data analytics . This data can be used to analyze Uber bookings in any particular location. Using Python, NumPy , Seaborn , Matplotlib , etc., can be used to analyze which hour in a day or which days in a month people have used this pickup facility. This helps businesses to predict future needs and areas where they can improve their business.

With the digital transformation, many companies are moving towards cloud-native platforms. It has become essential to know how Docker and Kubernetes help businesses achieve digital transformation. Apps build on Kubernetes have various technologies, and it improves their resiliency. The deployment is highly resilient because of the ability to swap the environment with little or no change in the code. The Docker and Kubernetes together become innovative cloud architectural technology, and it is used for quick deployment and release. Taking up free online courses and gaining kubernetes certificates will help build your resume.

It can be a beginner’s project idea for CSE to work on. A person can present all the deposits and withdraw from a user account. It should show the cash inflow at any time and allow withdrawing cash if there is sufficient balance. Also, there can be the calculation of the rate of interest. In addition to this, the programmer can work on different types of accounts, such as recurring deposit accounts that do not allow withdrawal till the maturation date. It can be efficiently designed using Java language.   

This application is helpful for both patient and doctor book and schedule appointments. The doctors can enable empty slots available, and the patient can book their slots accordingly. Also, this system can help to store the medical history of the patient. So, whenever patients login into the system, they can look into the prescription suggested by the doctors. Also, the doctor can see those reports to understand the improvements in the patient body from previous tests and reports. It is easily manageable, and patients don’t need to wait for doctor appointments.

Web scraping is a beautiful and helpful technique to extract raw data from the website. The data analyst can use this extracted information to store this in various formats and do analysis for decision-making purposes. Beautiful Soup is a python package for parsing HTML and XML documents and extracting data from them. It works as a favorite parser to yield idiomatic searching, navigating, and modifying the parse tree.   

During the election, the news channels and newspapers are filled with exit and opinion polls. The interactive charts and figures are part of data analytics and visualization. In this, Python and R play a significant role. In this project idea for CSE, you can analyze any election data using R language to understand the political scenario that existed in the past and how it could change in the upcoming years. 

Also Read: Latest Technologies in Computer Science in 2022

So, this article shows how creative and exciting projects are there to work on in computer science. These projects will add a skill to your resume and help you gain practical knowledge in your career that is in demand in today’s market. Power ahead in your career with certified online courses and degrees from world-class universities.

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15+ Programming Projects for Resume to Show Your Coding Skills

Are you trying to get your first programming job to set foot in the fast-growing IT sector? Or perhaps you’re a seasoned programmer hustling to get a placement in your dream fortune 500 company?

Write your resume in 15 minutes

Our free collection of expertly designed resume templates will help you stand out from the crowd and get one step closer to your dream job.

If you have been trying for some time, you might have already realized there’s a missing part on your resume: programming projects.

In this guide, you’ll learn everything you should know about selecting and listing programming projects for your resume .

This includes:

• 15+ programming project examples: code, no-code, and low-code.
• How to list them on your resume: the right way.
• How to get hired even when there’re no active vacancies in the company.
• Tips to land your dream job faster with your programming projects.

A programming resume needs a modern resume template that blows away the hiring manager with its simplicity of design. We have listed many resume templates that suit programmers’ profiles which you can try for FREE.

Why Do You Need to List Coding Projects On Your Resume?

Your work experience on the resume would speak about your skills and achievements. The problem is that everyone has worked somewhere in IT and the technical skills they have mastered are almost the same.

Then there’s you with a portfolio of outstanding personal projects that are highly relevant to the position you’re applying for.

I would love to be that hiring manager to make an on-the-spot hiring decision.

There’re reasons to list projects on your resume for both entry-level and experienced programmers. Here are a few of them 👇.

When you are new

When you’re applying for your first programming job or internship, you can’t keep your experience section empty. A great way to fill up your resume is with your personal programming projects.

The best time to start is while you are still studying. Start early.

In a Career Transition

If you’re an experienced network engineer or a web developer and trying to change your career into a software development job, your previous experience though they are technical would not impress a hiring manager.

Taking some quality time to develop a few programming projects that showcase your skills would be ideal rather than explaining your coding skills in an interview.

It’s also a great way for you to assess the technical requirements and skills for the new job.

Shows your passion

Even if you are an experienced candidate, having worked on a couple of personal projects would come in handy – it shows your passion for the task as opposed to most people coding just for the paycheck and not having a real interest in their work.

More Exposure

A personal programming project gives you more exposure to technical and non-technical aspects of development.

At work, you only get to handle a part of a project and you won’t have time to think about the rest. You’ll be working with a team of developers, designers, copywriters, and even with marketing teams.

Now, in your personal project, you’ll take charge of everything – and that will give you a sound understanding of how each function interrelates to develop a final product.

15+ Coding Projects You Could List on Your Resume

This list consists of projects that you can complete by yourself. However, the area of specialization, skill requirement, and time consumption would be different for each project. Choose what is relevant to you before you start.

We have listed 15 categories of best programming projects to list in your resume where you will find many project ideas under each of them.

1. A website

Creating a website would be a great project if you’re interested in web development.

The simplest project you could start with is a blog or a personal portfolio.

You could use any content management system (CMS) to build your website – you could use Squarespace, Wix, or WordPress. The most cost-effective option is WordPress as it’s completely free. You’ll only have to spend on the domain, hosting, and any third-party plugins if necessary.

The basic programming skills in HTML, CSS, and JavaScript would come in handy to create a personalized web experience.

If you create a personal portfolio, you could easily demonstrate the other programming projects on the website so that it will be easier to send it to the recruiters. Make sure the website you create is mobile responsive.

If you’re particularly looking for a career in web development, creating a basic e-commerce website would add a lot of value.

In this project, you’ll use HTML, CSS, and JavaScript. You’ll also learn product integration techniques, add to cart, check out, and payment gateway integration.

Also, consider creating a listing website for real estate, used car selling website, or garage sales, which could even turn out to be a side hustle if you could bring in some traffic.

Games are a great way to showcase your understanding of basic logic and algorithms.

Based on your interest and requirement, the type of games you should be creating would be different.

If you’re planning to apply for a major game development firm, that won’t be enough. Then you should use C++, Python, and JavaScript to create more complex games – you could start with a Chess game or Snake game.

Though creating more sophisticated games with 3D characters and storylines takes more time and resources, if you’re interested, you could create one with a game engine software like Unity, CryEngine, Godot, or Unreal Engine may be as a group project.

3. A mobile application

If you’re interested in developing mobile applications for Android and iOS, having a couple of projects on your portfolio would be important.

You could showcase your technical skill in Java with Android app creation and Swift is a robust open-source programming language created by Apple to develop iOS applications.

Start with simple mobile applications such as a calculator, To-Do-List, Daily Planner, or a task management software and eventually move into more complex programming projects such as a listing app, messaging app, or a simple mobile shopping app.

Be creative. Think about a concept that you’ll throw your money to make an impulsive purchase decision on your app store or play store. If you as a user value it, there’ll probably be many people who think it is useful.

Check on platforms like Quora and Reddit to learn what people talk about in terms of their needs. Create an application to solve such a problem.

Top firms need top talent who make creative developments with their technical skills.

4. A data analysis model or data forecasting model

Data analysis or data forecasting models are not generic applications. Thee are very specific to a problem an organization or a project face.

Therefore, the solution is also a unique one.

You’ll be able to showcase your understanding of basic statistics, data structures, math, logic, and machine learning algorithms in coding such a program.

Python, C, and C++ are excellent programming languages to develop data models – data analysts will use SQL to communicate with the database.

5. A chatbot

Chatbots are widely used on corporate websites, mobile applications, and social media pages to save time on repetitive communication.

If you’re to create a chatbot, you need to collect the right data to feed into the AI and test them to train it.

You can use any popular programming language including Python Java, and PHP to create one.

Choosing a suitable algorithm would be important here. Some of the popular algorithms used to create chatbots are Markov chains, Natural Language Processing (NLP), Support Vector Machines, and Decision Trees.

These are projects with great commercial significance and the hiring manager would love to explore more about you.

API stands for Application Programming Interface – which enables two software components to communicate with each other to perform a task.

Here’re a few example programs you could create with APIs:

• A social media post scheduling tool
• Weather reporting mobile app
• A hotel or flight booking website
• Car ride booking website connected to the map

You could create an API using any language that can interface with SOAP (Simple Object Access Protocol) – Java, PHP, and Python are mostly used.

7. An AI-powered software

What if you could create something so exciting like Google Assistant, Alexa, Siri, or Cortana?

You could showcase your programming skills, artificial intelligence knowledge, and data processing skills in a single project.

However, this could be quite complex. So if you’re an experienced candidate trying to get a placement in one of the fortune 500 companies or applying directly to an AI-based programming job, you should try this.

You could create a self-driving toy car, a virtual assistant, or an AI-based marketing automation software. The right project could even make you an entrepreneur and you’ll no longer need your resume.

SaaS (Software as a Service) is a way of delivering applications over the internet instead of the conventional installation method. Most applications are delivered either free of charge or at a monthly subscription which the user can cancel at any time.

There’re hundreds of Billion Dollar businesses that have emerged in SaaS in many industries such as healthcare, fitness, technology, communication, design, and many more .

These are some of the popular examples:

• Adobe creative cloud

Especially if you’re applying to work for a SaaS platform, having a simple yet creative SaaS in your portfolio would be an advantage.

You could even use JavaScript or SQL to develop your SaaS, but Python would be a great choice because of its flexibility in many use cases.

9. A payment gateway

Though this will be a quite challenging project to take up, it surely will stand out your application from the rest of the developers.

Python would be the go-to language for developing a payment gateway while you’ll get experience in different APIs and web security features – such as two-factor authentication and fraud detection systems.

10. A simple robot

Use Python, C, and C++ to code a robot.

Robots are being popular for the last half a century and the developments are still going on to create use cases to effectively utilize robotics technology.

You don’t have to create a complex robot that can drive a vehicle or go shopping with your grandparents.

Create a simple project that showcases your programming skills and mechanical systems knowledge. You’ll get hands-on experience using motors, motion sensors, cameras, and a whole lot of hardware.

Consider creating:

• A stair climber
• A line follower
• A floor cleaner
• A robotic arm

11. A simple simulation

You could build an interesting computer simulation project. Every simulation doesn’t have to be visual and some could give a numerical or textual output depending on the project.

You could use JavaScript, Python, or C++ to code the simulation.

12. Web scraping

Web scraping is the process of extracting content and data from a website. This is particularly an illegal practice to do it for a publically unavailable domain.

But if you do it right: the legal way, it would have tremendous applications for companies to collect important data efficiently from other websites on the internet.

Python is the most popular language for web scraping. Its large collection of libraries such as Numpy, Matlplotlib, and Pandas provides faster web scraping and data manipulation techniques.

13. A simple blockchain project

A blockchain is a digital ledger of transactions that is publicly distributed across its entire network making it impossible to cheat, hack, or change.

As blockchain is becoming popular and powerful with web 3.0, having a project under your wing would be highly valuable.

Here’re some of the projects you could consider creating:

• A cryptocurrency wallet or a blockchain wallet
• Digital asset marketplace (DAM)
• A fake product identification system
• A peer-to-peer ridesharing platform
• A blockchain-based simple voting system

Solidity is the most stable programming language used for blockchain developments while other coding languages such as Java, Python, C++, and Ruby can also be used.

14. A simple NFT project

This is a type of blockchain project that is widely popular these days with many use cases and most employers are requesting candidates to have a basic understanding of the technology.

NFT (Non-Fungible Tokens) are unique cryptographic tokens that exist on a blockchain. These tokens can not be replicated making them easier to buy, sell, and transfer without fraud.

Though you could create an NFT without any coding, try creating it from scratch to take full technical advantage of it in your portfolio. Coding the solidity smart contract, deploying it onto the Mainnet, and setting the NFT price would get you through an important earning curve.

You’ll need the skills in Metamask, Solidity, Hardhat, Pinata, and Alchemy for the project.

15. A no code or low code project

The world is going in the direction of no-code and low-code developments. If you’re a programming specialist, you’re part of a team that facilitates this change.

But if you’re a beginner in IT, you could create some low-code and no-code projects to showcase your creative thinking and logical problem-solving approach.

Here’re some example projects you could create without coding:

• Websites: most CMSs allow to build websites with just drag and drop functions
• Mobile apps: simple task manager, weather app

How to Find Relevant Programming Projects to Work On?

All these projects need skills in different programming languages and most importantly TIME. You can’t do all these and you don’t have to before applying for a job.

As a programmer, you might have already decided your path – the type of work you’re looking for – and the type of company. If you haven’t decided yet, it’s time to do that.

Search your ideal job description on LinkedIn and see the type of coding skills they’re looking for.

Go to your ideal company website and crawl through it to find out the company’s vision, mission, and future strategic direction. Study their plan for the next 10 years – and their views on new technologies.

With these, you’ll have a pretty good understanding of what projects you should focus on.

Get Paid for Your Projects

When you decide which projects you’re going to execute, without jumping straight into coding, see whether you know anyone in your network who would need this.

You can post about the project on LinkedIn stating that you’re looking for a sponsor or a client for the project.

For example, if you decide to build an e-commerce website, build it for a real business. Give the client a great price that they can’t get from outside.

This is important for three reasons:

• You can cover your cost and the value of your time.
• You don’t have to keep paying for the domain and hosting for years.
• A live project example is worth more in an interview than a mere sample.

Tips to Land Your Dream Job with Your Coding Projects

This is an approach in which you could get a placement in a firm even if they don’t have active vacancies right now.

This is also called Permissionless Apprenticeship.

The best platform to execute this is LinkedIn.

Connect with the technical managers, hiring managers, and C-level executives of the company you want to get a job in.

Find an immediate solution or improvement you could make to their software, system, or product.

Create a sample of the work and post that on LinkedIn mentioning the managers who are connected.

Showcase where they can improve instead of criticizing their existing systems.

There’s a higher chance you’ll get a placement for a job, internship, or even a chance to implement a one-time freelance project in the company.

How to List Programming Projects on Your Resume Masterfully

When writing your projects on the resume, use a consistent format. Make a separate section on your resume after your main experience and education sections – name it "Personal Projects", "Programming Projects", or "Coding Projects".

As you send your resume in digital format, include links to your projects.

Here’s the format we suggest to write your projects:

• Name of the project and timeline
• Project description
• Client (if available)
• Programming languages used
• Challenges faced/ results achieved
• Link to the project
• Link to the source code

Pick the information you’re going to write based on the project and the space availability.

A SaaS product that turns a blog post into a video

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A free version is currently live with 1200 monthly users

Where Else to List Your Projects on the Resume?

You could list some of your projects in the other sections of your resume if you find them related to the position you’re applying for.

Add the link to your portfolio website that you created in your header. That is your project which consists of detailed information about all other projects you carried out.

Professional Summary

If one of your projects is directly related to the position you’re applying for, you could include that in the professional summary.

Professional summaries introduce candidates and their key achievements to hiring managers – show them that you’re a perfect fit for the job by including the most relevant project from your portfolio.

A passionate web developer with 2 years of experience working with WordPress, Shopify, Magento, and Joomla and with advanced HTML and CSS knowledge seeks to join Apex Holdings as a web developer. One of the e-commerce websites I developed for a fitness supplement company made $2M in sales in the last year.

Include any achievements or accomplishments related to your project in your professional summary.

Cover Letter

A cover letter should consist of 3 or 4 short paragraphs describing your key skills and experience. Use one paragraph to briefly describe your key project experience related to the job.

Show the hiring manager that you're already familiar with the work you'll be doing.

Check out our resume builder to create a perfect cover letter .

Should I write a separate section for personal coding projects on my resume?

If you are an entry-level candidate without any previous experience in the industry, you could list your personal projects under your main experience section. This way, you can utilize more space in your resume to showcase your projects in detail.

However, if you’re an experienced candidate with years of experience, you should have a separate section after your experience and education to list your personal projects.

How to write coding projects in progress on the resume?

If you have started a programming project and are still on your way to completing it, you could list that on your resume. In this, you should state after the project name that the project is in progress. Also, note an expected completion date.

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Programming Projects for Resume: Tips & Examples

In This Guide:

What is a programming project, should i list programming projects on my resume, what skill should you use in your programming projects, how to add programming projects to your resume, programming projects to include on your resume, tips and tricks for your programming project, takeaways: programming projects for resume.

Quick Answer: Including programming projects on your resume is a great way to show off your skills and stand out to potential employers. A programming project can be anything you've created using programming languages, such as apps, websites, or engines. It should be relevant, realistic, and complete. To add a programming project to your resume, include its name, duration, tools and technologies used, and a few bullet points about what you learned and achieved. GitHub is a good platform to share and store your code. Choose a project that showcases skills related to the job you are applying for.

You are new to the programming world and searching for your career start?

Or you are an old dog in the profession and looking to spice up your resume?

Either way, the most effective thing you can list on your resume are your programming projects.

And not just list them as names.

Anyone can write on their resume that they invented Facebook.

But if you can’t prove it, you lose your chances of getting the job.

In this article we are going to cover anything you need to know about including your programming project on your resume, including:

• What is a programming project?
• Do you need programming projects on your resume?
• How to add programming projects to your resume?

We also have some great programming project ideas for you to take advantage of.

And we are going to leave you off with some great tips and tricks .

If you have some general doubts about your resume’s strength, you should take the time to learn How to Make Your Resume Stand Out .

But if you are hard on learning how to include your programming projects on your resume, stick around.

Simply put, it is everything you have created using programming languages.

It can be an app, a website, or engines that you created yourself.

Their main purpose is usually to show off your skills as a programmer and make your job-search process easier.

If you want to take one step further, you can even make your programming project to be specific to the industry you are applying for.

You should always aim at your project being relevant, realistic and complete.

Presenting such a project on your resume shows your potential employer that you are capable of finishing a task.

The IT industry, at least for now, seems like an evergrowing one.

And as it grows, the entrance level lowers more and more.

Nowadays everyone who has the basic skills and knowledge, thanks to computer science courses or self-learning, has the opportunity to join the IT sector.

That makes the competition for a job position quite difficult.

You need to show the hiring manager that you are the right person for the job.

One of the best ways to do that is via programming projects.

And here is why.

Show Your Skills

First of all, you need to show what you can do.

Saying you are excellent at programming in Java is one thing, but showing it is what can really improve your chances.

Showing a working application, using that language shows both your knowledge and your skill level in the area.

Show Your Passion

Showing you are passionate about something always works in your favor.

And nothing says passion like creating something in your free time .

Creating a complete and working programming project in your free time can really show you love what you do.

The employer would definitely appreciate that effort, as it shows you really invest your time and soul in the process.

Show You Are Eager to Learn

Nothing shows your ability and devotion to learning like creating a programming project.

Especially if you are at the beginning of your journey.

No matter how good you are and how fast you learn, you will meet great obstacles while creating a programming project.

And that is the moment you really start learning because solving problems is the best teacher.

So, by presenting your complete and working project, it shows that you are devoted and instead of giving up, you learned a lot along the way.

You might be asking yourself if experienced programmers need to present their programming projects as well.

The answer is yes.

Personal projects are also a great asset to have on your resume.

The more experience you have as a programmer, the more complex your programming project will be.

But never leave it out, as long as it is relevant to the job position you are applying for.

Deciding what skills to show on a programming project depends entirely on the job position you want.

Before starting to code, think about what kind of programming you would like to do.

There is a significant difference if you want to be a Front-End Developer, Back-End Developer or Web Developer.

You are going to need a different skillset for each.

Once you decide on that, you need to browse through some job listings.

That’s usually the best place to learn what technical skills are required by each company.

Don’t try to include the whole list of skills in your programming project, it will probably not work as you wished.

What you should do is pick those which you are most confident in and which supplement your other experience.

Listing your programming projects is not an easy task either.

We already gave you the first hint - they should be relevant to the job you are applying for.

Apart from that, there are a few things that programming projects on your resume should have:

• Name of the Programming Project
• How Long it Lasted
• Tools and Technologies Used

Also it would be really good if you include a few bullet points about what you did and what you learned in the process.

Don’t forget to also include any achievements and awards that you might have because of your programming project.

When it comes to placement, you have two main options.

The first option you have is including it in the Work Experience Section .

That’s a good option if you are writing a resume for an internship or you don’t yet have much experience in the area.

That would shift the focus from your lack of professional experience and would show that you have the skills needed.

However, if you have some sufficient work experience, you would want to add your projects to an Additional Work Experience Section.

If you seem to have some empty space on your resume, you can afford to mention some less relevant programming projects as well.

Knowing additional frameworks and languages is always an advantage and impresses potential employers.

If you feel it would be appropriate, you can include some of your programming skills in your Skills Section as well.

In theory everything sounds easy.

But one of the most difficult tasks is to figure out what your programming project will be.

That’s entirely up to you, but we’ve got some great ideas for you.

Building a website is one of the easiest programming projects you can create.

But you should not underestimate it though.

If you want to show off your skills for creating websites, it may be just the right time for you.

More and more companies nowadays decide to take the step to digital transformation.

With that increasing demand for web developers, it gets harder to stand out in front of the crowd.

But before diving into the real projects, you should create your own website, as a training ground.

This way you can practice your coding skills and prepare your online portfolio.

While creating a website you can choose one of two fields to develop yourself into - web development or web design.

Some might argue that web designers don’t really need any coding skills thanks to pre-made templates.

But it is undeniable that a web designer with coding skills in front-end development is irresistible to hiring managers.

So no matter what you choose, the basic understanding of CSS and JavaScript is rather important.

For front-end web development, we can recommend you to use GitHub and Sublime Text to practice your coding skills .

If you want to take it one step further and train your HTML and CSS skills in real time, you can try Chrome Developer tools.

If you really want to perfect every aspect of your website, you can include:

• Important Elements for Web Development
• Accessibility
• Customized Graphics
• Login Authentication
• Search Engine Optimization (SEO)

You can also decide between your website being one-page or multi-page one.

All these details can really show the hiring manager that you are adaptable and ready to learn new aspects of web development.

Adding a game to your programming projects list can really impress hiring managers.

Such a programming project can show hiring managers that you are capable of developing both front-end and back-end coding.

It also shows that you have an understanding of logic, data structures and algorithms.

The technologies you can use vary a lot, so you have a wide range to choose from, depending on the game in mind.

It can use any of these, and many more:

• Visual Studio

A Messaging Application

A messaging application can catch the hiring manager’s eye for many reasons.

Such a programming project can show your ability to create software that transfers data instantly from one device to another.

Furthermore, messaging apps usually require you to use API, which shows some more additional skills.

Once you have the basics of your messaging app, you can go wild.

You can include various different things, instead of just texting.

Some ideas you can use to spice your app up are:

• Functionality to add emoticons to the text
• Functionality to upload images
• Functionality to play games with your friends

A Copycat Application

If you run out of ideas of what your programming project to be, you can always create a copycat application.

What a copycat app refers to is recreating an app that is already created by somebody else.

That has its advantages too, though.

The main skill it shows the hiring manager is that you can emulate an app or program.

This gets even more impressive if the app is complex or requires advanced skills.

As always, we are not going to leave you without any tips .

There are just a few things you need to keep in mind.

Don’t worry, we are going to go through them all one by one.

Use appropriate keywords to describe your programming projects

Sometimes creating an extraordinary programming project is not enough to get you an interview, especially if the company is using ATS.

ATS stands for Applicant Tracking System and is a software that preselects resumes, depending on predetermined keywords.

So make sure you check out the job listing and use any relevant keywords you can find to describe your programming project.

Show off Your Relevant Skills

You might have a great variety of skills and knowledge, but you should know how to use it in your favor.

You don’t want to use 10 different programming languages for 10 different projects that you want to show your potential employer.

That wouldn’t really work in your favor.

It would seem like you don’t know what your strengths are, and you are just trying everything.

Also keep in mind that most cool projects we see everywhere are usually created by whole teams, and you are just one person.

You should compare your programming project idea to your limits and find the perfect middle.

So, all in all, know your strength and know your limits.

Make Your Code Accessible

You need to make sure that your potential employer can see the code behind your project.

That’s the only way they can really judge your skills .

The most used platform for that purpose is GitHub.

It is a great place to store your code, share it with other programmers and ask more experienced professionals for feedback.

And most importantly, it shows one more skill to your potential employer, as work with GitHub and similar platforms is a great asset in your job hunt.

We are all done.

Now you know when and how to use your programming project on your resume.

You are now ready to take the best out of them and really impress the hiring manager.

Don’t forget our tips and tricks, and make the best out of them.

Check out our programming projects ideas once again and get you your next interview in no time.

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10 Programming projects to boost your resume

Personal programing projects may get you your next job.

But they're not right for everybody.

This guide will tell you everything you need to know about using programming projects in your resume to help you get a job.

Table of contents

How to tell if coding projects will help your resume.

• How to pinpoint the skill to use in your personal projects?
• 4 qualities interviewers look for in a personal project
• 4 characteristics to bake into your programming projects to maximize success
• When is the best time to work on personal coding projects?

10 personal programming projects you can start this weekend

Managing your time, how to present your project online and in your resume, more posts in the career guide.

• Are there enough functional programming jobs?
• Where to find functional jobs
• Where do you find the time to get productive in functional programming?
• What do you really need to know to be hireable?
• The 5 hurdles of hirability
• 10 Programming projects to boost your resume ← you are here
• Join and build a social network
• Job application action plan
• How to leap past 90% of applicants

Put yourself in your interviewer's shoes. Chance are, you are one of hundreds of applicants for this job. The interviewer is tired. They have limited time and energy to spend on each applicant. They probably won't read your resume before the interview.

What are they worried about? Themselves. Their status. How they look to others.

Specifically, they are worried about hiring an unqualified person and looking like a fool.

Your #1 job in the interview is to appear highly qualified for that job. And to do so quickly and clearly, because the interviewer does not have time to check if you really are qualified. I'm not saying you should lie. What you should do is make the truth clear. Your resume needs to highlight interesting facts from your life that make it obvious you would do well in this job.

So that brings us to the question: should you include programming projects in your resume?

Yes, if they clearly and quickly contribute to the picture that you are qualified for the position.

Do any of these people fit your situation? See if you can figure out whether personal projects will help each person.

Jill is a new graduate looking for her first job as a programmer. She has some work experience, but it's mostly helping people fix their websites. It's relevant, but she wants to show that she can code more sophisticated applications so she can work in the finance industry. Are personal Computer Science projects a good idea for Jill?

Yes! Jill has little work experience. Personal coding projects will show:

• She has the skills
• She has the motivation
• She can learn new things
• She has resolve to finish
• She has something interesting to talk about during the interview

The next question for Jill is what skill she would like to develop in the project. Then she'll need to choose a project. We'll talk about that in a later section.

For now, let's move on to Bill.

Bill has been working as a software tester for 5 years. He is familiar with software and wants to make the leap to programming for the better pay and more freedom. Will cool programming projects help him make the switch?

Yes! Bill has more experience than Jill, but it's in a different field. An interviewer might wonder whether Bill really was ready. How much training would he need? Personal projects on his resume can help answer that question.

Bill's next question should be to figure out how to translate the job listing he's targeting into skills he can demonstrate. We'll get to that.

But before we do, let's look and Colleen.

Colleen has been working in software for ten years on a successful product. She's now looking to change companies. She basically wants to continue to work in software. She knows the tech stack of her employer, but she's concerned that any new company will have a different stack. Should she do some programming projects to prove that she can learn new things?

No! As an experienced professional programmer, nothing she could do in her spare time would compare to the magnitude of working on the same software for ten years. She should focus on highlighting aspects of that software that could be interesting to an interviewer at her target company. Think about it: you work on an e-commerce system for ten years. How is a tiny blog engine you wrote one afternoon going to compare to that? It won't seem serious and it won't be worth talking about in the interview.

And what about that new tech stack? Read a book, try to set it up, and mention your opinions on it in the interview. Just to be clear, when I say tech stack , I'm talking about the combination of database, operating system, and other services that make up the software. Because they are combinations, there are millions of them. No two companies have exactly the same setup. Companies expect that it will take some time to learn, so if you don't know everything in the stack, that's okay.

Tech stack is one thing, but what about programming language? Or even programming language paradigm? Let's take a look at John.

John is a JavaScript programmer, but after a few years of professional experience, he's feeling like JavaScript is not for him. He's heard lots of exciting things about Clojure and Elm. They fit the way he thinks. He wants to apply for jobs where they use functional programming. Should John do some side CS projects?

Yes! Since he doesn't have professional experience in functional programming, a couple of coding projects showing he can make the paradigm shift will be helpful. Plus, knowing multiple languages will always put you above someone who only knows one.

I hope these examples made it easy to understand how to think about this. The main question is: will this help my interviewer see that I am the right person for this job? Just answer that question for yourself.

If you've determined that you need some personal projects, how do you go about choosing them? There is one more question you should ask before you start designing the project.

What skill should you use in your personal programming projects?

If you're making a career move, you should plan your personal projects with the career move in mind. So how do you do that? The first step is to read the job listing. The job listing often lists technical skills they are looking for. You probably won't be able to do all of them in your coding projects. Pick ones that can supplement your other experience.

When is the best time to work on personal programming projects?

Let me ask you this: when is the best time to learn to cook a new style of food? When you're hungry? For the important dinner with your boyfriend's parents? No.

The best time to learn to cook is when you're not hungry. When the meal is not that important. A lot can go wrong. But the risk is not the most important part of the equation.

Learning something new takes experimentation. It takes time. And it takes a certain amount of leisure. You can't get that leisure when you're under the pressure of an important deadline like a mealtime or because you really need the functionality.

So to answer the question: you should start your personal projects now. Don't wait until you desperately need a job. Take a good look at your career and start building projects that lead that way, on the side, starting now.

4 qualities of a good personal coding project

Remember, your interview er is looking for something to make you stand out. They want to find someone who is unlikely to embarrass them. Here are the things an interviewer is looking for.

• It uses a relevant skill
• It is complete
• It is interesting
• It is realistic

Let's go through these, shall we?

1. Relevance

This one is pretty obvious, so I put it first to get it out of the way.

The project should use skills that you will need on the job. You should highlight those skills. For instance, if the job says "SQL skills are required", mention that you use Postgres in your project. Did you have to do anything interesting? Did you use an obscure feature? Did you hand-roll your SQL? For a good reason? Put that in the resume.

Relevant is a key term. It doesn't have to be exactly the same skills. For instance, if they use Apache and you've used nginx, that's probably okay. They're both web servers. Just make sure you could justify the difference.

2. Complete

Starting lots of projects and never finishing them is a bad sign to interviewers. Why didn't you finish? Did you give up when it got tough? Are you disorganized? Do you lack focus? Those are the thoughts that are going to spring to the interviewer's mind. Don't put projects on your resume that don't have some kind of completeness.

Let me be clear: software is never done. But software does get deployed. Does your Twitter bot tweet? Does your weather app show the weather? Does your blog serve pages to the public internet? You're looking for something that shows that it works, it serves a purpose, and you didn't give up.

I've hired people in the past myself. The #1 problem I've encountered with bad employees is that they give up too soon. Sticking to it is especially important for programmers. There are many, many challenges in the life of a software project. Showing that you can carry on is really important. Plus, it can make for some interesting stories to talk about in your interview.

Your best bet for completing the project is to make it small . It's so important, we'll go over that soon.

3. Interesting

Remember that the interviewer is tired. They've looked at hundreds of resumes very similar to yours. They've talked to candidates just like you. They want something to help energize them and motivate them to talk to you about your projects. That's why you want to make them interesting.

There are a lot of ways your project could be interesting. One is if it gets really popular. "Developed a library used by 100,000 people". That would be a great line on the resume. Unfortunately, that's not likely to happen. Stay realistic.

Another way is for someone to lend credibility. "Rich Hickey and Jose Valím both personally reviewed the code and publicly praised the craftsmanship." That would be awesome! But also unrealistic.

Your best bet is to go with something whimsical . That will require some explanation, which we'll go over soon.

4. Realistic

Your interviewer wants to know that you can solve real world problems. It's all too easy to avoid problems when building a side project. You could avoid writing a GUI by making a terminal app. You can avoid using a database by writing to files. You can avoid making it fast because it's just one user.

Avoiding problems is a useful skill! But so is bravely facing them and overcoming them. Your interviewer might be impressed by your ability to sidestep issues, but they know their customer-facing application needs a GUI. They use a database. And it needs to be fast. Those features, or a list like it, might be non-negotiable. Have you dealt with those kinds of real-world constraints? Show the interviewer you're capable of facing real-world challenges by making your software realistic.

I think an example would help.

Let's say you build an application to catalogue your reptile pet collection. You start easy: it's just a web server you run locally that stores all of its data in-memory. How can you make this more realistic?

• Deploy it on the open web
• Use a database instead of in-memory storage
• Add a user management system
• Talk to a 3rd-party API

All of these things force you to face real-world issues. Luckily, these will also coincide with the skills you would like to showcase.

4 characteristics to bake into your personal projects to maximize success

I have a warning: it's easy to overcomplicate these things. Your goal is to present something finished and deployed. If you're trying to learn a new language, or you want to learn some new aspect of it, by all means work on a project. But don't make it something so vital that you can't afford to mess up. You will struggle and maybe wind up hating the language. The best thing to do is something small and whimsical.

Grand adventures start with a bold, but tiny, first step. Hello, World! Is a good first program for a reason. There's so much to learn at first. The build tool, the command to run it, input + output, so much! At the beginning, getting all of that settled is hard enough without dealing with bugs in your program.

Of course, you'll want something slightly bigger than Hello, World! on the command line. But think for a moment: what's the equivalent of Hello, World! for web apps? What's the equivalent for Twitter Bots? That's what you should build first. Deploying something small is much better than never deploying anything. You can always add to it later if you need to.

2. Whimsical

The most impressive early works of artists come out of a very free exploration of a medium. Sure, masters can make even ugly colors look beautiful. But let's face it. At the beginning, we're all bad at that. The reason Hello, World! Is so great is that it captures that frivolous spirit of the artist. What could be more unnecessary than a program that says "Hello"?

The whimsy is what lets you produce something, anything, even if it's worthless. Deploying something that works is better than a failed grand vision that doesn't do anything. Whimsy is what lets you change course when you realize your idea won't work. What's something silly that could work? Whimsy avoids boredom and dead ends. It dodges perfectionism and welcomes serendipity. And after the fact, nobody knows what you had planned to do before you started.

3. Familiar +1

Chances are, you're probably aspiring for a job just outside your skillset. You can use your projects to try out the new stuff you'll need for the job. If you still like it, you'll also have proof that you can work with the tech. However, what you don't want is to bite off more than you can chew. Seriously, build something you know how to build, with one extra thing you've never used.

What do I mean? If you are familiar with traditional web apps, build a web app, but in a new language. The familiar is the web app, the +1 is the new language. Or build a web app in a language you know, but with a new database. You don't want the project to fail because you hit too many roadblocks. Remember, you can always add more stuff later. Which brings me to ...

4. Expandable

The best place to be is to have a stable, working, deployed project that you can add features to whenever you want to learn a new skill. Maybe you've got a small blog engine that you can add user login to. Or a Re-frame frontend. Or a spellchecker. Or AI categorization. Each of those features is digestible on the weekend. But if you tried to do them all at once, you'd probably never finish. Build your project in pieces. But first, your main goal is to get something small and basic working and deployed.

Okay! With that out of the way, here are ten projects you can keep small and probably do over a weekend. But each can then be a platform for adding to later, if needed. I've also included the skills that each project demonstrates and some possibilities for expansion. Keep in mind that you have a choice for the platform these run on. For instance, your weather app could be a mobile app or a web app.

This is a classic exercise from the early days of the we b. Serve pages out of a database based on the URL.

• Skills: Database, HTTP server, HTML
• Expansion: User login, frontend editing, build an API, search, link analysis

2. Twitter Bot

Build a program that submits new status messages to Twitter.

• Skills: API access (including OAuth), error handling
• Expansion: Generate Markov statuses, use a database of pre-written tweets, timing, respond to other users' messages

3. Weather App

Use the Forecast.io api to display the weather near you.

• Skills: API access
• Expansion: User can interact with weather over time, notify you of bad weather

4. GitHub Notifier

Listen for events from GitHub and notify you.

• Skills: HTTP server (for post hooks)
• Expansion: Rules engine for deciding when to notify you, GUI, database for history

5. TODO App

The classic app keeps track of a list of items and their status.

• Skills: UI work
• Expansion: Backend (api design), database, social sharing, real-time collaboration

6. Twilio Bot

Twilio is an API for text messages and phone calls. Make a bot you can call that will tell a joke.

• Expansion: Connect it to TODO list, Connect to GitHub Notifier, Connect to Weather App

7. Meme generator

Basically, put text onto an image!

• Skills: Graphics, file IO
• Expansion: Preview, submission to social networks, GUI

8. RSS aggregator

Poll RSS feeds for new articles and make a new feed that combines them.

• Skills: XML, database
• Expansion: Frontend (add new feeds, list of article titles), filtering, saving for later, share buttons

9. Food log

Keep track of everything you eat with a simple submission form.

• Skills: Database
• Expansion: Show trends, search, filter by date, database of known foods, calorie counting

10. Google Map

Make a website that shows places on a Google Map.

• Skills: JavaScript interop
• Expansion: UI to add/remove places, database for saving places

These are just some projects doable in a weekend. Remember to keep them small and whimsical. If you're serious about your functional career, you're going to do better with some support. Sign up for PurelyFunctional.tv and you'll get step-by-step lessons teaching you the skills you need to build real projects to prove you can ship with Functional Programming.

Many people give up on side projects because of lack of time. The reason? They don't manage their time well. Here are some things to maximize your success.

Carve out one 3-hour block on the weekend. Ask your significant other for uninterrupted time. Make sure the kids can't distract you. Leave the house if you have to. The goal is to feel like you've got the mental space to focus 100% on it and achieve success in those 3 hours.

**Plan out a small, achievable goal for those 3 hours. **During the week, make notes about what you plan to achieve. It needs to be small. You want those three hours to result in something tangible, however insignificant it may seem.

For example, your goal may be to start with the Luminus template and deploy it to the web unmodified using a build pipeline. That may seem insignificant, but many issues can pop up. I've gotten stuck with lost passwords to Heroku, a spotty internet connection, and a typo in a config file. You can waste an hour just on those things. You want the margin of error so you are guaranteed to succeed.

Plan out some small extras you can add if you have time. If you don't finish these, it's okay. It's still a success. But you want to be able to play with your project once you've achieved your objective.

Use the time during the week to guarantee success. It may seem like you don't have time, but you probably do have a few minutes here and there. I'm not saying act frantically and non-stop. We need rest and breaks. What I am saying is if y ou're thinking about your weekend project, you should be focusing on success. Don't dream up all the features you could possibly have. I've done that and it only stresses me out that I'll never finish. Instead, use your time to make your project easier and smaller.

Can you eliminate a risky piece of the puzzle? Do it. Can you double check your Heroku credentials ahead of time? Do you have the tools you need installed? Those things will keep the project front of mind and maximize those three hours you've got blocked off.

Remember: the goal is to have a basic platform for adding features to. You'd be surprised how much you can add to a basic, working product. Once you've got the basic platform working and solid, adding a new feature can be as simple as pulling out your laptop and experimenting. If it works, commit it. Otherwise, oh well! The hardest part is getting all the tools set up.

Okay, once you've got something to show, you've got to present it to the world. I like to host my code on GitHub.

GitHub README

And one great thing about GitHub is that it shows the README file front-and-center when you load the repo. That means you can leverage the README to showcase what makes your project special.

Here's the minimum the README should contain:

• What does the project do?
• Who is the project for?
• Why is it different?
• How do I use it? (installation instructions)
• How does it work?

Code quality

If you expect someone to read your code, make sure that it's well-formatted and readable. Spend some time renaming functions and consider the reader. What will help them navigate? Where should they start?

In the resume

If you're putting it in your resume, make a new section for Personal Projects. List them similar to how you list your jobs and education. You want one sentence for what it does, a line of technologies that are relevant to the job, and one interesting tidbit. I also like to include a "what I learned" se ntence that lets me highlight me as someone who learns from experience.

For example, here's what I would write for my blog engine I wrote about 7 years ago:

Tiberius - Personal static blog engine Python, Pandoc, Markdown, S3 - 100-line Python script to publish a blog - an exercise in the power of simplicity Taught me to appreciate constraints. Robustness comes from eliminating the unnecessary.

The Personal Projects section needs to go in your resume where it makes the most sense. The most important section should be at the top. If you want to highlight your professional experience, put that at the top. If you want to show your academic achievements, that goes first. But if you think academic and professional are less relevant than your personal projects, move the personal projects to the top.

• Mini Projects
• Web Development
• Career Guidance
• Developer Essentials
• Data Structures and Algorithms
• Programming Languages
• Crio Community
• In the News

Mini Projects for Computer Science Engineers

• Mini projects are an important starter kit for developers who want to pursue a career in tech.

Interviewers are particularly interested in your mini projects. The computer science mini project topics you work on sheds light on your career interests and speaks for your enthusiasm to learn tech concepts at a deeper level.

Moreover, when you apply your theoretical knowledge in a hands-on way, you get to explore a breadth of concepts related to your topic.

The practical experience gained from tackling technical challenges in your mini project helps you walk away with longer retention of applied skills .

10 Best Mini Projects for CSE

1. Notes & Password manager

Password managing and note-taking are some of the most overlooked virtual activities in today's digital age. Various companies are constantly adding new features to note-taking and password management.

So, instead of having and maintaining two different apps in your system, you will be developing a single app that can perform both of these activities.

Notes & Password Manager is an android application that can be used to take notes anytime and generate strong passwords whenever you need to create new passwords.

First part of the app i.e. the note making app may be mainstream for some of you developers, but the password management part is an interesting way to level up your Android Development skills.

2. Library Management System

Management systems are used in all institutions. It may be digital (software) or analog (record books/ledgers), but everybody surely uses it.

Today data is power.

But having said so this data should also be well-managed for clean and accurate data to exist at all times.

One such system is the Library Management System, which is used to keep a record of books present in a library. This system consists of information regarding Books, where you can perform all the operations that are required in an actual system such as CRUD operation, advanced search, book issuing, and also to store the information (in an encrypted format) within files using the process known as Serialization.

3. Breakout Ball Game

Java is widely used by game development companies and for creating mobile games. And this fact shouldn’t come as much of a surprise, given how versatile the language is and given its rich collection of open-source material.

Many of the world’s top mobile games have been developed in Java. Minecraft, Mission Impossible III, and Asphalt 6 are just a few popular names you are probably familiar with.

In Breakout Ball Game , a layer of bricks lines the top third of the screen and the goal is to destroy them all. A ball moves straight around the screen, bouncing off the top and two sides of the screen. When a brick is hit, the ball bounces back and the brick is destroyed. The player loses a turn when the ball touches the bottom of the screen; to prevent this from happening, the player has a horizontally movable paddle to bounce the ball upward, keeping it in play. The player uses the platform to keep the ball running. The goal is to break the bricks without missing the ball with your platform.

4. QuizUp - A Quiz Application

The quiz format for exams has been standard for a long time and still persists to be. The reason for this is -  the efficiency and feasibility it carries with it.

What if you could build one? This project aids you to build a simple Android application where students can take their tests in a quiz format. The application is developed using Java and integrated with Firebase.

Here, Firebase will not only be used for deployment but more importantly the student (examinee) data will be stored, manipulated and the results can be fetched accordingly.

5. Chatbot Song Recommender System

Have you ever wondered if there was a way to capture your mood and play songs according to that? Why not make an application that does just that! And that too without having to learn Natural Language Processing/Deep Learning from scratch.

In this project, you will be building a chatbot that converses with a user, and recommends songs based on the emotional analysis of the conversation using open source tools like the Cakechat chatbot, IBM tone analyzer API, and Last.fm songs API. The benefit of using these APIs is that you don’t have to think of creating and training models from scratch, and can just use them out of the box.

6. YouTube Transcript summarizer

Deep Learning-Natural Language Processing and Web Development are two favorite choices of beginner Python developers.

But what if you could not only learn both of these but also create a project that you can use in your daily life?

In this project, you will be creating a Chrome extension that summarizes a YouTube video from its transcripts. This is done by implementing an NLP model from the popular Huggingface library.

This project is a time-saver for YouTube viewers and a remarkable addition to your dev portfolio. Completing this project will showcase your command over full-stack development using HTML, CSS in the frontend, and Flask for the backend, along with the concepts of NLP.

Don't stop with these skills. Add REST, HTTP, Spring, and more - Download projects

Moreover, you will gain transferable skills in creating a Chrome extension into a web app. This is a valuable skill given the huge popularity and scope of extensions.

7. House Price Prediction

Machine Learning is a field with immense potential and buzz, and thus, most Python beginners feel inclined to start with Machine Learning. And there is no better starting point than this housing price prediction case study.

In fact, the de facto standard starting point in Machine Learning - Andrew NG’s Coursera course, starts with this very example. That, unfortunately, lacks the Python implementation, something that you can compensate for, via this project .

Even though this project in Python is of low complexity, it will expose you to real-world Machine Learning simulation, in a fun way.

You will get hands-on experience with Machine Learning libraries such as SKLearn, Numpy, and more.

In addition, you will get to import and explore a dataset to fit your requirement, preprocess it to remove noise, implement the model using SKLearn, train it on the training dataset, and finally test it on the test dataset.

8. Stock Visualization-Forecasting dashboard using Dash

Inspired by Scam 1992, nearly everyone has a newfound interest in the stock market these days. Knowing how volatile the market is, every trader definitely needs a stock visualizer that can help them make better trading decisions. Even better would be to have a visualizer that can also make forecasts using Machine Learning. And that is exactly what you would be building in this project .

9. Resume Builder Web Application

Any software developer's journey is characterized by long hours trying to create the 'ideal resume ', one that is crisp, to the point, correctly formatted, and easily update-able, and many existing resume builder tools that provide these are paid ones.

In this project, you will create your own resume builder application using React and Material UI on the Frontend and Node-Express for the backend.

By working on this project, you will have three advantages:

• Learn full-stack Javascript development with React-Material-Node-Express, all of which are extremely useful technologies in your journey as a professional software developer.
• Build your own application that you can use in your daily life.
• Iteratively build up on the application to provide more features, better UI, and ace those interview questions!

10. Student Result Management System

There are various examination results you hear every now and then such as school exam results, competitive exam results, college semester exam results, and so on. Have you ever thought about how it generates a result by simply entering student information? (Given the massive amount of information present of  millions of students.)

Have you ever considered making one?

You will be wearing a creator hat in this project and building a full stack website that takes student information from a database as input and outputs a PDF of the student's results. The results can also be downloaded and shared.

The three areas to implement in this project include:

• Result Section for students
• Database for storage
• Admin Section for administrative purposes

17 Skills To Gain From The Above Mini Projects

More Innovative project ideas for computer science engineers

If you are not sure where your interest lies or are feeling stuck in coming up with a project idea of your own, you can also take inspiration from these amazing project ideas for computer science engineers, suggested by Crio's dev community.

Bonus resource: Tips and Tricks to highlight projects in your resume

Python project idea, emotion based music player (credits: gourav sardana ).

Google Search has set the bar high to immediately receive useful information for things you search on the internet. Today, users automatically expect to get accurate and instant recommendations on almost anything.

Wouldn’t it be cool if there was a music player that could recommend songs based on the mood of a user?

Create a desktop GUI application that recommends songs to users based on an emoji or live emotion of the user.

• Create a basic music player such that users can:
• Search for particular songs they like.
• Listen to songs from a wide range of music.
• Filter songs by genre, artist, etc.
• Implement functionality to extract emotion from an image a user uploads or clicks a live photo - Refer .
• Implement functionality to recommend songs based on emotion. Users should be able to receive recommendations based on:
• An emoji selected, photo uploaded, or a live photo clicked.
• Their selected genre/artist.

Scope of the project

Concepts: Facial Emotion Recognition, Convolution Neural Networks, Recommendation Systems

Skills: Tkinter, OpenCV

Tech: Anaconda(Python), Keras

Time Investment

70-80 hours

• Free and Open Music APIs
• Music emotion recognition
• The ABC of building a content-based music recommender system
• What are some algorithms used in a music recommendation system?
• Using Google Cloud Platform (GCP) to build a music recommendation system

Also check out:

For more Python projects, visit Crio Projects Hub

Javascript project idea

Online white board (credits: nabhan abdulla ).

Online tutoring and schooling from home are becoming very common nowadays. Moreover, because of the COVID pandemic, brainstorming and discussing ideas over video calls have picked up in popularity as well.

In such cases, whiteboards play an important part in making these tasks simple. With a whiteboard, you can easily explain and share ideas. Having a digital whiteboard solves the problem of purchasing and installing a physical one.

Build an online whiteboard.

• Implement basic drawing features like pen, shapes, colors, and eraser options.
• Implement option to redo/undo actions.
• Implement feature to export the drawing board (as pdf/image).
• [Miscellaneous] Implement feature to collaboratively work on the same whiteboard using an invite.
• [Miscellaneous] Create an app using electron.js.
• Deploy to netlify.

Concepts: Data Structures and Algorithms , Frontend

Skills: Data Structures (Stack, Queue, Bucket), Jspdf, Jquery, HTML5 Canvas

Tech: HTML, CSS, and JavaScript

Time investment

20-30 hours

• Web Whiteboard
• Doodle with strangers on InterWeb!
• Create a web-based drawing application using Canvas

For more Javascript projects, visit Crio Projects Hub .

Java project idea

Bulk thumbnail creator.

Thumbnail images are often used to represent a larger image or a video. They help developers display more content to users without affecting the website load time. These are also used by video players to give users a snapshot of part of the video where the user wants to seek to.

Develop a web app to create thumbnails from video/images.

• Implement feature to create thumbnails for all images in a folder as per:
• Specified height and width (crop if required).

3. Specified height and width (don’t crop, add a black background to fill).

4. Implement feature to create thumbnails from a video as per:

5. Specified height and width (crop if required).

6. Specific interval (in seconds) between each subsequent thumbnail.

7. Implement multi-threading to improve the performance of the application.

8. Perform thumbnail generation in the background to interact with the application during processing.

9. Handle different tasks like re-sizing, renaming, etc using different threads.

Concepts:  Image Processing, Multithreading

Skills: JavaCV, Java Threads/Runnable

Tech: SpringBoot, Gradle

Other projects to deepen your understand of Multithreading:

40-50 hours

• What is a thumbnail?
• Video thumbnail generator
• Thumbnailator - a thumbnail generation library for Java
• Programming GUI - Java
• Image Processing Java

For more Java projects, visit Crio Projects Hub

Android project idea

Deal finder.

Despite the unpredictable nature of the stock market, every investor wants to know how their stocks are performing and which stocks to buy/sell at the right time. They are constantly looking for reliable forecasting platforms to make the best data-driven decisions about their trades.

Build an Android application that presents users with useful intel on different stocks. Implement features to:

• Fetch stock data using an API.
• Add stock portfolios (use a database).
• Predict the price of selected stocks and calculate the risk of trading these stocks.
• Visualize information like user’s current stock returns, prospective stocks forecast, competitor analysis, etc.

Concepts: Android Development, Data Visualization

Skills: API Handling (RestTemplate, Jackson), Time Series Analysis, Google Chart/JFree Chart, Tiingo API

Tech: Android Studio, Android SDK, REST API

40-60 hours

• Tiingo API - End-of-Day Prices and Meta Information
• Stock market forecasting using Time Series analysis
• Stock Market Predictor using Supervised Learning
• Python for Android applications
• Google Charts , JFree Chart

For more Android projects, visit Crio Projects Hub .

Web development project idea

Portfolio website.

Portfolio websites are a great way to showcase your skills and talent to a potential employer. Having a portfolio website gives a clear message about how serious you are about getting hired. Moreover, building a website sharpens your web development skills and adds relevant skills to your skillset.

Create a portfolio website to show off your projects and achievements to prospective employers.

• Use any frontend framework like Angular/React to develop the portfolio website.
• Find a template online or try your hand at designing a website.
• Include links and add demos of your projects.
• Deploy your website on netlify or Github.
• [Miscellaneous] Buy a domain and host it on the cloud.
• [Miscellaneous] Build your own CMS (like WordPress).

Concepts: Web Development

Skills: Netlify/Github Pages, UI/UX (Figma)

Tech: Angular/React

• Mathew Williams
• Zac Clemans
• Github Pages
• Hosting a static website on Google Cloud using Google Cloud Storage
• Free Domain via Github Student Developer pack

For more web development projects, visit Crio Projects Hub .

Other software project ideas for CSE

Sharing memories, large files, or even confidential documents, have become an effortless task for people across the world today. But being able to share files from one location to another is not enough. Data protection has become increasingly important with the number of security threats rising over the internet.

Create an FTP server to backup your files to the cloud and transfer them securely over the internet.

• Build an FTP Host server.
• Implement functionality to transfer files via the FTP protocol (use VSFTPD ).
• Add a provision to authenticate users.
• Implement functionality to securely communicate using SSL protocol - buy an SSL certificate/create a self-signed certificate.
• Deploy your server on Heroku.
• Build an FTP Client
• Create a simple website or GUI application to upload files using FTP protocol.

Blog bonus: Linux commands for secure file transfer and more. Download [free]

Concepts: File Transfer, Networking, Deployment

Skills: FTP, SSL, Server Side Scripting

Tech: VSFTPD server, Bash Commands, Heroku

• Filezilla FTP Client
• FTP server using VSFTPD
• How To Set Up vsftpd for Ubuntu
• Deploying apps in Heroku

Also, check out these repos for more CSE project ideas

How to choose mini projects

When it comes to selecting a mini project, it is not paramount to select an innovative idea. What you learn out of it is important to showcase your skill set.

More than going after the number of projects, interviewers usually ask questions hoping you would have chosen mini projects that you care about. Having multiple projects in your resume and not being able to give in-depth answers about them throws you in a bad light.

Work on these 5 internship-grade projects and land a job in backend or full-stack - Guaranteed!

As a recommended practice, work towards having 3-5 mini projects in your resume.

Check out some interesting projects you can add to your resume.

Use the following checklist to choose your mini projects:

• Select mini projects that add value to your career goals.
• Make sure they are in line with your programming interests .
• Build or add a feature that solves a real problem.

Some questions to think about when choosing innovative project ideas:

• What problem is my project solving?
• Who is it solving for?
• Why does this problem need to be solved?
• Are the skills and technologies relevant today/next 5-10 years?

Always keep these points in mind when choosing project ideas for computer engineering.

How to include projects in your resume

It doesn’t stop at just working on multiple mini projects. An important element in getting noticed by leading tech companies is to present your skills in an informative and engaging way .

Also read: Learn how to write appealing work descriptions in your resume

Before adding all projects to your resume, take a moment to structure your information in a concise and consistent manner. Include information that would interest your potential employer .

Blog Bonus: Tips and Tricks to structure your resume + Free Resume Template

When scanning through your resume, in one glance they should understand:

• What your project is about
• What you did in the project
• The skills and technologies you have used in the project
• Time spent on the project

Later when you are called for an interview, be prepared to answer questions related to:

• The thought process behind selecting the mini project
• Technical challenges faced during the mini project
• How you overcame them
• Anything you would do differently to improve your project today
• Key learning outcomes from the mini project

Quick Recap

• Mini projects are meant to deepen your learning in areas that pique your programming interests.
• Have a good mix of mini projects that help you learn and implement knowledge in innovative ways.
• It is recommended to have 3-5 mini projects in your resume.

Work on these internship-grade tech projects to land a job as a software dev - Job guarantee!

• Usually, the duration of most of the mini projects is around 20-80 hours. So, even if you have missed working on meaningful projects, you can start now.
• Present the skills and technologies gained from your mini projects in a concise and consistent format in your resume.
• Include information that would interest your potential employer.
• Be prepared to answer in-depth questions related to your mini projects.

Don’t miss out

Free List of 20+ Unique Mini Projects to add to your resume.

What you’ll find inside:

Projects in Python, Java, Machine Learning. Learn skills like

• Bot building
• Serialization-Deserialization
• Android basics
• Game Development

And more...

Build your favorite projects by following the step-by-step instructions.

Head to Crio Projects Hub and find a project that suits you the best!

Hope you found this blog useful and were able to choose an interesting project to get started with. Do share this with your friends who would love to check out the plethora of CSE mini project ideas suggested in this blog. Also, do let us know in the comments below, which project interested you the most :)

Written by Priyanka Parashuraman

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12+ Best Programming Projects for a Resume

Struggling with creating your perfect programming resume? Make it better by adding personal projects and specific expertise. Here is the list of the projects you may create on your own, plus winning tips for improving your resume with their help.

How do you get your foot in the door if you are a newbie in the field of IT? How do you jump over toothy competitors if you already have experience? There is one answer to both of these questions - start with your resume, as it creates the first (and usually right impression of you). In this article, we suggest adding some personal projects to your portfolio to make it even more impressive. Below is a list of ideas you can use to boost your resume and give yourself a better chance of being noticed by a great company.

Why Should You Have Personal Programming Projects on a Resume?

The IT field is not only dynamic - it is quite competitive. What is more, the entrance level is quite low. In other words, everyone who has the basic skills and knowledge gained with the help of computer science courses and self-leaning has the opportunity to become a cutting-edge IT specialist. Therefore, if you want to be a part of the most innovative and money-promising industry, you will have to be creative to get your dream job. Having some personal programming projects for your resume is one way to attract your future employer’s attention and leverage your chances of being hired. Here is why.

Show Your Skills

Your personal project is a way to improve your skills and show them on your resume. For example, you can claim that you are excellent at programming in JavaScript, but a mobile application created using this language and its frameworks will tell much more about your coding skills.

Show Your Passion

Willingness to do work in your free time is a sign of true passion and love for your job. Of course, the development of a personal project takes time, but the presence of such a project shows you as a person who sincerely invests their time and soul into this process.

Show Your Readiness to Learn

Any personal project can have pitfalls, especially if you are at the beginning of your journey. In the process of creating them, you are faced with problems and tasks that you need to solve. This is an excellent opportunity for self-study in a relaxed environment free from the pressure of deadlines. Therefore, use it.

Prompt! When adding your personal projects to your resume, you can also briefly indicate a list of specific tasks, challenges, and pitfalls you have encountered. But be prepared to explain how you overcame them when a technical specialist interviews you.

Thus, personal projects reflected in the resume is a tremendous competitive advantage for a beginner specialist. However, do experienced programmers need personal projects? Or is solid experience enough to find a new job?

Indeed, a personal programming project works equally well for beginners and professionals alike. Of course, projects created by Senior coders will be much more difficult, and this is another reason to add them to your resume since complex projects show your advanced skills and specific expertise.

The List of Good Programming Projects for Resume

So, what are some interesting programming projects to put on a resume? Here are 13 alternatives you may consider. Each of them requires specific knowledge, skills, and technology usage, so make sure to pick up the ones that suit your specialization best.

1. A simple website or blog

If you're a beginner or self-learning web developer , start by creating a simple website or blog. To do this, you don't need to know more than the basics of HTML, CSS, and JavaScript. But remember - your solution shouldn't be too simple. There is Wix that does not require an ordinary user to be a genius to put together a site or blog piece by piece. So your task is to come up with something original.

For example, you can think about site scaling possibilities and foresee them in your structure in advance. Or pay attention to the design. For example, create a sales-boosting website using graphic elements and motivating colors.

2. An eCommerce website prototype

eCommerce websites are laborious to create since you need to come up with a lot of sections, listings, integrations, and, most importantly, make outstanding user experience and a smooth sales funnel your top priority. We suggest focusing on one of your future store’s components and matching it with your best skills.

For example, if you are good at user interface prototyping, suggest a prototype that will generate sales and profits. As for the technologies to use, everything will depend on your initial idea - you may create an eCommerce store in the form of a native app or a website powered by Shopify and other specific solutions.

3. A cryptocurrency wallet

A cryptocurrency wallet is also a reasonably simple solution, even though it may sound incomprehensible to someone who hears this term for the first time. To do it, it will be enough to use Bitcoin SDK or Coinbase SDK and synchronize your future wallet with the blockchain ecosystem using APIs.

Great idea! If you create an eCommerce website as your personal project, consider adding Bitcoin as a payment option. This is an advanced way to pay, and more and more websites will embed this function very soon.

4. A listing website

Obviously, you shouldn’t create a jaw-dropping solution like Zillow. However, you still should show your web development skills. To create such a solution, you need basic HTML/CSS and basic programming skills, plus design thinking abilities. What is more, your personal listing shouldn’t be for listing accommodations only. For example, you may create an ads placement platform, a job board, or a car selling website.

5. A simple game

The most important thing in a game is dynamics and high-quality content. To prove your creative talents, come up with some really cool, interesting, and highly demanding characters that will meet the expectations of today's gamers. Among the technologies you need for this is Unity 3D, Visual Studio, and C++.

6. A data analysis model

Models for data analysis are in great demand, and what's more, it's not that hard to create one if you have a dataset. To further improve your self-presentation, create several data models that will work on the principle of regression analysis and classification.

7. A forecasting software

Predictive analytics is another capability of data analysis software. What is more, you may reuse your data analysis model explained in the previous paragraph to turn it into a predictive tool.

8. A chatbot

Creating chatbots is very simple. However, you may make your chatbot more innovative by enabling it with speech and image recognition functions.

9. A simple task manager

There is nothing complex about creating task management software like Trello or Evernote. Take these apps as an example, and come up with your solution. Creating this app, you could show how you understand the Kanban approach - this will be a significant plus for an employee who follows it.

10. A food diary

Weight management and nutritional apps are trendy. Create it to spice up your portfolio. Such applications do not need a lot of features. The most important thing is to make it user-friendly. What is more, you can create such a solution for both iOS and Android using the appropriate programming languages or create a cross-platform application.

An interesting function that you can implement! Add a barcode scanner so a potential user can add meals to the diary using the camera. It will show how you handle the integration of embedded applications with your solution.

An even more fun feature! How about creating a tool for recognizing a meal and its ingredients? Yes, you will have to create an artificial intelligence solution that can recognize images; however, you must agree, this is an entirely different level of professionalism.

11. An instant messenger

Creating an instant messenger, you may showcase your skills for instant data transfer solution creation plus API integration and entertainment features development. Instant messengers are not so difficult to create - their branding will definitely take more time, so this is your chance to strengthen your resume with a trendy application example.

12. A payment gateway

Creating a payment gateway is quite a challenging task; however, it will significantly enrich your portfolio. Developing this solution will require using different APIs and paying close attention to the security features. For example, you may integrate a machine-learning fraud detection algorithm and make an outstanding fintech solution.

13. A recommendation engine

A recommendation engine is an AI-powered tool; however, it shouldn’t be a part of an eCommerce store exclusively. For example, you could develop a book recommendation app that suggests a book based on age, preferences, and previously read stories. To create it, you need an AI programming platform, plus a database.

Enhancing Programming Resume Tips and Lifehacks

Adding your personal programming projects to your resume is a good strategy to highlight your skills, showcase achievements, and stand out from the competition, especially if you are a newcomer to the field of IT. However, there are some pitfalls you should avoid. Below are some winning tips and life hacks that will help you improve your resume, balance personal project development with job search, and attract your future employee’s attention.

Focus on Your Core Skills

You undoubtedly have enough skills to create any projects listed above; however, you should stick only to the most suitable ones. Unfortunately, if you create ten different projects that require entirely different skills, this will not improve your resume . It will give the impression that you do not know what you do best and just try everything.

For example, if you are an iOS developer, there is no point in creating an Android mobile app to add to your resume. Instead, pick up the ideas that suit your knowledge, skills, and competencies best, then focus on the overall quality of your personal projects.

Don’t Bite off More Than You Can Chew

Your passion for software projects and development is undoubtedly good, but you need to assess your strengths sensibly. Cool and popular projects are created by whole teams of specialists from different fields, but you will have to act alone when creating your personal project.

Therefore, before you get to work, make sure you can handle what you have in mind. Start by being clear about the skills you need to complete the project and anticipate potential pitfalls.

For example, if you are a good Python programmer but feel you lack UI design skills, prepare educational materials to find answers and find useful forums where you can ask for help in advance.

Manage Your Time

Looking for a new or first job is time-consuming. You should do a lot of preparatory work, research the open positions, and personally get in touch with each company you are interested in working. Therefore, you need to plan your time correctly and maintain an optimal balance. For example, you might spend three hours a day developing your personal project, and after that, devote three hours to finding new jobs, improving your resume, and writing cover letters .

Show Your Problem-Solving Abilities

Don't create your personal projects just to fill in blank lines on your resume. Templated solutions that are too simple, like a blog quickly designed on Wix, will not surprise your employer but rather spoil the experience. Instead, solve a specific user problem, even if it is hypothetical.

Make Your Code Accessible

GitHub is the best place to store your code, share it with other programmers, and ask the more experienced professionals to give you feedback. This is also a good place for your personal projects. At the technical interview stage, the team lead will definitely ask you to talk about your professional and personal projects and show the code you created.

Prompt! Make sure your code is easy to read and understand, do not create spaghetti - for this, ask other GitHub community members for an opinion before you show your code to a potential employer.

Showcase Your Projects on Your Resume

Once your projects are in place, it's time to add them to your resume to amplify a positive impression and show your best abilities right away. How to add programming projects to your resume?

To do this, you need to include a new section titled Personal Project and list them in the following sequence:

• The name of the project - for example, a Weather App for Android
• The set of technologies been used - for example, Java, Weather API
• The set of skills - for example, general programming, database management, API integration

Optionally, you may track the time needed to create each of the projects and specify the timing to let your potential employee evaluate your working speed and the quality of the code you create.

Get More Attention With the Help of a Cover Letter

Having a logical, structured, and beautiful resume that reflects your personal and professional projects is half the battle in the hiring process. However, you can do one more thing to increase your chances of being interviewed and hired —a cover letter that you send every time you offer your candidacy for a position.

With the help of a cover letter, you show yourself as a candidate who is really interested in working for this particular company. This is an excellent opportunity for you to say the most important things about your skills, abilities, and competencies and explain to a potential employer why you are a great candidate for an open position.

However, writing code and writing persuasive texts are not the same things. That is why creating an eye-catching cover letter with the help of our automated solution will be a better strategy.

The IT industry is dynamic and rapidly growing. There is a free space for everyone who is open to new knowledge and innovations and is ready to learn on the go. What's more, the industry is hiring the best talents, as only the best can innovate by solving problems in new ways. Feel like you want to belong to this industry? You already know what to do.

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Computer Science Projects

Computer science is a popular topic of study today, with numerous applications spanning a wide range. Final-year students frequently find it difficult to select the appropriate computer science project. On the final day of graduation, projects are the only thing that matters. Any IT-related industry where projects have a substantial impact can be chosen for a job or further education. Project work indicates knowledge depth as well as some soft skills like creativity and problem-solving. Your interview prospects will also improve as a result of your final year projects. As a result, in their last year of graduation, students are required to complete a project.

Best Domain to Choose for Conducting the Projects

• Artificial intelligence
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• Machine Learning

Recent Project Articles !

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Computer Science – FAQs

1. what is computer science .

Computer science (CS) is the study of computers and algorithmic processes including their principles, their hardware and software designs, their applications, and their impact on society.

2. Which is the best project in the final year?

The best final-year project is subjective and depends on your interests and skills. Choose a project that appeals to your interests, challenges you, and provides real learning possibilities.

3. How do I choose a major project for CSE?

To choose a major project for Computer Science Engineering (CSE), follow these steps: Identify your interests and strengths within CSE. Research current trends and emerging technologies in the field. Discuss project ideas with professors, peers, and industry professionals. Consider the project’s feasibility, scope, and potential impact. Select a project that excites you and aligns with your academic goals.

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60+  Major Project Ideas For CSE Final Year Students In 2023

In the world of computer science and engineering (CSE), a Final Year Project is a crucial milestone. It’s where students put their knowledge to the test and showcase their skills. But choosing the right project can be daunting. In major project ideas for CSE final year, we will explore what these final year projects are all about and the factors you should consider when selecting one.

Our blog is your ultimate guide to navigating the world of CSE final year projects in 2023. We’ve compiled 60+ exciting project ideas in various domains such as Artificial Intelligence, Web Development, Mobile Development, Data Science, Internet of Things (IoT), and Cybersecurity.

Discover the importance of these projects in your CSE journey and gather tips for successfully completing them. We’ll also address common challenges faced during major projects and offer solutions. Stay tuned with us to know more about major project ideas for CSE final year. Your CSE journey is about to get a whole lot more exciting!

What Is A Final Year Project?

Table of Contents

A Final Year Project is a special project that students usually complete in their last year of college or university. It’s like a big school assignment that allows students to use what they’ve learned throughout their studies.

In this project, students pick a topic they’re interested in and work on it independently or in small groups. They research, make plans, and often create something like a report, a piece of software, or even a physical prototype. It’s a chance for students to show what they’ve learned and demonstrate their skills before they graduate. Final Year Projects help prepare students for their future careers and show what they’re capable of in their chosen field.

Factors Are Consider While Choosing A Major Project Ideas For CSE Final Year

Here are some factors are consider while choosing a major project ideas for CSE final year  

1. Personal Interests

Consider what topics in computer science you’re passionate about. Choosing a project aligned with your interests can keep you motivated and make the work more enjoyable. Whether it’s software development, data analysis, or cybersecurity, pick something that excites you.

2. Academic Strengths

Think about the courses you’ve excelled in during your studies. A major project related to your strong subjects can leverage your existing knowledge and skills, giving you a head start. It’s often easier to succeed when you build on what you already understand.

3. Industry Relevance

Explore current trends and job market demands in the field of computer science. A project that aligns with industry needs and emerging technologies can enhance your resume and increase your chances of landing a job after graduation.

4. Available Resources

Consider the resources available to you, such as access to equipment, software, and faculty support. Ensure that your chosen project idea is feasible given your available resources. This can prevent unnecessary challenges and setbacks.

5. Complexity and Scope

Assess the complexity and scope of the project. It’s essential to choose a project that is challenging but manageable within your final year timeline. Too ambitious a project can lead to stress and incomplete work, while too simple a project may not demonstrate your capabilities effectively. Balance is key.

60+  Major Project Ideas For CSE Final Year In 2023

In this section, we discuss 60+  major project ideas for CSE final year in 2023  

• Web Development

1. E-commerce Website

Develop a fully functional online store with product listings, shopping cart, payment processing, user accounts, and an intuitive interface. This project will help you master the fundamentals of web-based retail and e-commerce systems.

Skills Required

• HTML, CSS, JavaScript for front-end development.
• PHP for server-side scripting and e-commerce logic.
• MySQL for database management.

2. Content Management System (CMS)

Create a customizable and user-friendly CMS to simplify website content management. Building a CMS involves designing a user-friendly interface, establishing secure content storage, and streamlining updates.

• PHP for server-side scripting.
• MySQL for content storage and retrieval.
• Web design principles for user interface development.

3. Social Media Platform

Build a social media platform where users can create profiles, post content, interact with others, and establish networks. This project will involve implementing user authentication, content sharing, and social interaction features

• MySQL for user data storage.
• Social network APIs for integration with other platforms.

4. Online Learning Management System (LMS)

Design a robust LMS that empowers educators to manage courses and enables students to access learning materials, quizzes, and assessments. Creating an LMS involves user management, course creation, and interactive learning modules.

• PHP for user authentication and course management.
• MySQL for student records and course materials.
• eLearning technologies for interactive learning components.

5. Booking and Reservation System

Develop a versatile booking and reservation system that allows users to schedule accommodations, tickets, or appointments. You will need to implement intuitive date and availability selection, payment gateways, and booking confirmations.

• HTML, CSS, and JavaScript for user-friendly interfaces.
• Backend algorithms for booking and availability.
• Integration with payment gateways for financial transactions.

6. Blog Platform

Build a feature-rich blogging platform with user accounts, content creation, commenting, and content categorization. A blog platform project involves designing an interactive blogging interface with user management and content categorization.

• HTML, CSS, and JavaScript for front-end user interaction.
• PHP for backend logic and user management.
• Database management for storing posts and user information.

7. Weather Forecasting Website

Create a website that offers real-time weather updates and forecasts. This project includes API integration, dynamic data visualization, and user-friendly display of weather information.

• API integration to access weather data.
• JavaScript for real-time data updates and visualization.
• Data visualization libraries or tools for displaying weather information.

8. Portfolio Website

Design a personal or professional portfolio site to showcase your work, skills, and accomplishments. A portfolio website involves creating an appealing and interactive design that reflects your personal or professional brand.

• HTML, CSS, and JavaScript for user interface design.
• Web design principles for creating an aesthetically pleasing portfolio.
• Responsive design for accessibility on various devices.

9. News Aggregator

Develop a News Aggregator platform that aggregates news articles from various sources and presents them in an organized manner. This project involves web scraping, API integration, and content categorization.

• Web scraping techniques to gather news articles.
• API integration to access news sources.
• Data structuring and categorization for an organized presentation.

10. Real Estate Listing Website

Create a platform for listing and searching real estate properties with features like property details, photos, location, and contact information. Building a real estate listing website includes implementing search functionalities and property management.

• HTML, CSS, and JavaScript for property listings and search.
• Integration with real estate data sources.
• Database management for property information and user accounts.
• Artificial Intelligence

11. Sentiment Analysis Tool

Create a sentiment analysis tool that can analyze text data and determine the sentiment, such as positive, negative, or neutral. This project involves natural language processing and machine learning.

• Natural Language Processing (NLP)
• Machine Learning
• Python programming

12. Chatbot for Customer Support

Develop a chatbot that can provide automated customer support, answer common questions, and interact with users in a conversational manner. This project involves chatbot design and integration with customer support systems.

• Chatbot development frameworks
• Integration with APIs

13. Image Recognition System

Build an image recognition system capable of identifying objects or patterns in images. This project involves deep learning and neural networks.

• Deep Learning
• Convolutional Neural Networks (CNN)
• Image processing

14. Recommendation System

Make a system that offers movies, products, or content based on what users like and how they act. Collaborative filtering and recommendation systems are used in this project.

• Recommendation algorithms
• Data analysis

15. AI-Powered Game

Develop a game that incorporates AI for character behavior, decision-making, and adaptation to player actions. This project involves AI game programming and game design.

• Game development
• AI algorithms
• Unity or Unreal Engine

16. Virtual Assistant

Design a virtual assistant that can perform tasks like setting reminders, sending messages, and answering questions. This project involves natural language understanding and speech recognition.

• Speech recognition
• Natural language understanding
• Voice assistants like Amazon Alexa or Google Assistant

17. Healthcare Diagnostic AI

Create an AI system that can diagnose medical conditions based on patient symptoms and data. This project involves medical data analysis and machine learning.

• Medical data analysis
• Machine learning
• Healthcare domain knowledge

18. Emotion Recognition in Videos

Build a system that can recognize and analyze emotions in video content, such as movies or video clips. This project involves video processing and emotion detection.

• Video processing
• Emotion detection algorithms

19. AI for Autonomous Vehicles

Develop AI algorithms for autonomous vehicles to enable them to navigate, detect obstacles, and make driving decisions. This project involves computer vision and robotics.

• Computer vision
• Autonomous vehicle technology

20. Predictive Maintenance System

Create an AI-based predictive maintenance system for machinery and equipment. This project involves data analysis, sensor integration, and predictive modeling.

• Sensor integration
• Predictive modeling

III. Mobile Development

21. location-based social network.

Build a location-based social network that allows users to connect with people nearby and share location-specific content. This project involves mobile app development and location services.

• Mobile app development (iOS/Android)
• Location services
• Social networking features

22. E-commerce Mobile App

Make an e-commerce mobile app that lets people look at goods and buy them from their phones. This job includes making a mobile app and adding e-commerce features.

• Payment integration
• User interface design

23. Fitness Tracking App

Create a fitness tracking app that monitors users’ activities, records workouts, and provides health-related data. This project involves integrating sensors and data analysis.

24. Augmented Reality (AR) Game

Build an AR game that combines the real world with virtual elements. This project involves AR development and game design.

• AR development frameworks (e.g., ARKit, ARCore)
• 3D modeling and animation

25. Expense Tracking App

Develop a mobile app that helps users track and manage their expenses, create budgets, and view financial reports. This project involves financial data management and user-friendly interfaces.

• Financial data management

26. Language Learning App

Make an app that helps people learn languages that has lessons, quizzes, and practice. This project includes making material, recognizing languages, and keeping track of users’ progress.

• Language recognition
• Content creation

27. Recipe and Meal Planner App

Build an app that provides recipes, meal planning, and shopping lists based on dietary preferences. This project involves recipe databases and meal planning algorithms.

• Recipe database management
• Algorithm design

28. Ridesharing App

Develop a ridesharing app that connects drivers with passengers for shared transportation. This project involves real-time location tracking and payment processing.

• GPS and mapping services

29. Event Planning App

Create an app for event planning and organization, allowing users to create, manage, and share events. This project involves event management and social features.

• Event management features
• Social sharing capabilities

30. Travel Guide App

Design a travel guide app that provides information on destinations, attractions, and local recommendations. This project involves location-based content and user reviews.

• Location-based services
• User-generated content integration

IV. Data Science

31. predictive analytics for stock market.

Develop a predictive model for stock market trends and price movements based on historical data and market indicators. This project involves data analysis and machine learning.

• Financial market knowledge

32. Recommendation System for Content

Create a recommendation system that suggests movies, music, or books to users based on their preferences and behavior. This project involves collaborative filtering and recommendation algorithms.

33. Customer Churn Prediction

Build a model to predict business customer churn by analyzing historical customer data. This project involves data preprocessing and predictive modeling.

• Data preprocessing
• Customer retention knowledge

34. Natural Language Processing for Text Analysis

Develop NLP models for sentiment analysis, text summarization, or language translation. This project involves NLP techniques and language processing.

Skills Required 

35. time series forecasting.

Create time series forecasting models for applications like weather prediction, demand forecasting, or stock price prediction. This project involves time series analysis and forecasting algorithms.

• Time series analysis
• Forecasting algorithms

36. Big Data Analysis

Use tools like Hadoop and Spark to handle and analyze very large datasets for “big data” projects. For this job, you need to know about analytics and big data technologies.

• Big data analytics

37. Social Network Analysis

Analyze social network data to understand user behavior, influence, and network dynamics. This project involves graph theory and network analysis.

• Network analysis
• Graph theory
• Data visualization

38. Anomaly Detection System

Create a system that can identify anomalies in various types of data, such as fraud detection or network security. This project involves anomaly detection algorithms and data preprocessing.

• Anomaly detection algorithms
• Cybersecurity knowledge

39. Healthcare Data Analytics

Analyze healthcare data to derive insights, trends, and predictions related to patient health and treatment outcomes. This project involves healthcare data analysis and predictive modeling.

• Healthcare data analysis

40. Data Visualization Dashboard

Design interactive data visualization dashboards that allow users to explore and understand complex datasets. This project involves data visualization tools and design principles.

• Data visualization tools (e.g., Tableau, Power BI)
• Design principles
• Data storytelling

Internet of Things (IoT)

41. home automation system.

Build an IoT-based home automation system that allows users to control lights, appliances, and security systems remotely. This project involves sensor integration and IoT protocols.

• IoT protocols (e.g., MQTT)
• Mobile app development

42. Smart Agriculture System

Create an IoT solution for monitoring and managing agricultural processes, including soil moisture, temperature, and crop health. This project involves sensor networks and data analytics.

• Sensor networks
• Data analytics
• Agriculture domain knowledge

43. Smart City Infrastructure Monitoring

Develop an IoT system to monitor urban infrastructure, such as traffic, waste management, and energy usage. This project involves sensor deployment and data visualization.

• Sensor deployment
• Urban planning knowledge

44. Health Monitoring Wearable

Design a wearable device that monitors health parameters like heart rate, temperature, and activity levels. This project involves sensor integration and data analysis.

• Wearable technology
• Health data analysis

45. Environmental Monitoring System

Create an IoT system for monitoring environmental conditions, including air quality, water quality, and weather. This project involves sensor networks and environmental data analysis.

• Environmental data analysis
• Environmental science knowledge

46. Asset Tracking System

Build an IoT-based system for tracking and managing assets, such as vehicles, equipment, or inventory. This project involves GPS tracking and real-time monitoring.

• GPS tracking
• Real-time monitoring
• Asset management knowledge

47. Smart Retail System

Develop an IoT system for retail stores that tracks inventory, monitors foot traffic, and optimizes store operations. This project involves sensor deployment and retail analytics.

• Retail analytics
• Retail management knowledge

48. Water Quality Monitoring

Create an IoT solution for monitoring the quality of water in lakes, rivers, or reservoirs. This project involves water sensors and data analysis.

• Water sensors
• Water quality analysis

49. Energy Consumption Monitoring

Design an IoT system that monitors and optimizes energy consumption in homes or commercial buildings. This project involves energy sensors and data analytics.

• Energy sensors
• Energy consumption analysis
• Building automation knowledge

50. IoT-Based Smart Transportation

Build an IoT system for improving transportation efficiency, including real-time traffic monitoring and public transportation tracking. This project involves GPS tracking and transportation system knowledge.

• Transportation system knowledge

Cybersecurity

51. network intrusion detection system.

Create a network intrusion detection system that monitors network traffic for suspicious activities and alerts administrators. This project involves network security and machine learning.

• Network security

52. Vulnerability Assessment Tool

Develop a tool that scans systems and applications for vulnerabilities and provides reports to improve security. This project involves vulnerability scanning and security assessment.

• Vulnerability scanning tools
• Security assessment
• Penetration testing

53. Secure Messaging App

Build a secure messaging app that encrypts user communication to protect against eavesdropping. This project involves encryption algorithms and mobile app development.

• Encryption algorithms
• Security protocols

54. Blockchain-Based Voting System

Create a secure blockchain-based voting system to ensure the integrity of elections. This project involves blockchain technology and voting system design.

• Blockchain development
• Voting system knowledge
• Cryptography

55. Cybersecurity Training Platform

Develop an interactive platform for cybersecurity training and education, including challenges, simulations, and quizzes. This project involves cybersecurity content creation and e-learning design.

• E-learning design
• Gamification

56. Biometric Authentication System

Design a biometric authentication system that uses fingerprint, facial recognition, or other biometric data for access control. This project involves biometric sensor integration and security protocols.

• Biometric sensor integration
• Biometric technology knowledge

57. Password Manager App

Create a secure password manager app that stores and manages passwords with strong encryption. This project involves encryption algorithms and mobile app development.

• Password security

58. IoT Security Framework

Develop a security framework for IoT devices and systems to protect against cyber threats. This project involves IoT security research and framework design.

• IoT security knowledge
• Security framework design
• Cybersecurity tools

59. Digital Forensics Tool

Build a digital forensics tool for analyzing and recovering data from digital devices in forensic investigations. This project involves digital forensics techniques and tool development.

• Digital forensics techniques
• Tool development
• Legal and investigative knowledge

60 Incident Response Plan

Create an incident response plan for organizations to effectively respond to cybersecurity incidents. This project involves incident response strategy and policy development.

• Incident response strategy
• Policy development
• Risk assessment

61. Secure File Sharing Platform

Develop a secure file sharing platform that allows users to share files with end-to-end encryption and access controls. This project involves encryption, access control mechanisms, and secure file storage.

• Encryption techniques
• Access control mechanisms
• Secure file storage and transfer protocols

Importance Of The Final Year Project In Computer Science And Engineering (CSE) 

Here are some importance of the final year project in CSE students  

1. Skill Development

The final year project in Computer Science and Engineering is crucial because it helps students develop practical skills. It’s a hands-on opportunity to apply what they’ve learned in classes, making them better prepared for real-world challenges.

2. Problem-Solving Practice

Engaging in a project allows students to tackle complex problems. They learn how to break down issues, think critically, and find solutions – essential skills for a CSE career. This practical experience sharpens their problem-solving abilities.

3. Resume Enhancement

A successful final year project can significantly boost a student’s resume. It showcases their expertise in a specific area and can be a strong selling point when applying for jobs or internships in the tech industry.

4. Collaboration and Communication

Many CSE projects involve teamwork, which is vital in the professional world. Students learn to collaborate, share ideas, and communicate effectively, skills that are highly valued in the workplace.

5. Research and Innovation

The final year project often involves research and innovation. It encourages students to explore new ideas and technologies, contributing to the advancement of the field. It’s a chance to make a meaningful impact in the world of Computer Science and Engineering.

Tips For Successfully Completing Your Final Year Project For CSE Students

Here are some tips for successfully completing your final year project for cse students  

Tip 1  Choose a Clear Project Topic

Begin by selecting a project topic that genuinely interests you. It’s essential to have a clear understanding of what you want to achieve. Discuss your ideas with your supervisor and ensure your project is feasible.

Tip 2  Create a Detailed Plan

Make a project plan that lists all the jobs and when they need to be done. Divide the work into steps that you can handle. Keep this plan with you as you work on the job to help you stay organized and on track.

Tip 3  Regularly Communicate with Your Supervisor

Maintain regular communication with your project supervisor. Share your progress, ask for guidance, and address any issues promptly. Their input and feedback are valuable for your project’s success.

Tip 4  Test and Review Your Work

Test and look over your idea often as you work on it. This helps find problems early on and fix them, which makes sure the end result is good.

Tip 5  Manage Your Time Wisely

Time management is crucial. Stick to your project schedule, allocate sufficient time for research and development, and avoid procrastination. By managing your time effectively, you’ll be well on your way to a successful final year project.

Common Challenges Face During Major Projects And How To Overcome Them

Undertaking major projects can be demanding, and students or professionals often encounter various challenges along the way. To successfully navigate these obstacles, here are seven common issues and strategies to overcome them 

• Time Management: Create a detailed project schedule and stick to it. Prioritize tasks and set milestones to ensure steady progress.
• Scope Creep:  Define the project’s scope clearly and resist the urge to continually expand it. Stick to the original plan to avoid added complexity.
• Resource Constraints:  Identify the resources you’ll need upfront, including equipment, materials, and team members. Secure these resources well in advance.
• Technical Issues:  Be prepared for technical glitches by conducting thorough research and seeking expert advice when needed. Test your solutions rigorously.
• Communication Problems:  Keep the lines of conversation open and regular with stakeholders and team members. To avoid confusion, make roles and duties very clear.
• Motivation and Burnout:  Stay motivated by setting short-term goals and taking breaks when necessary. Prevent burnout by managing stress and maintaining a work-life balance.
• Quality Assurance:  Implement a robust quality control process. Regularly review and test your work to ensure it meets the project’s standards and objectives.

Final year project is a pivotal milestone in the journey of Computer Science and Engineering (CSE) students. It’s a hands-on opportunity to apply knowledge gained throughout their studies. When choosing major project ideas, they should consider personal interests, academic strengths, industry relevance, available resources, and the project’s complexity. In 2023, students have many options, including Artificial Intelligence, Web Development, Mobile Development, Data Science, IoT, and Cybersecurity.

The final year project holds immense importance, enhancing practical skills, problem-solving abilities, and industry readiness. To succeed, students must manage their time wisely and communicate effectively with their supervisors. They should also remain vigilant against common challenges like scope creep, resource constraints, and technical issues, using proactive strategies to overcome them. With dedication and these guidelines, CSE students can ensure a successful and impactful final year project.

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15+ Web Development Projects With Source Code [2024]

Introduction, what is web development, use of web development, top web development projects, web development projects for beginners, web development projects for intermediate, web development projects for advanced, additional resources.

As per an estimate, more than 1.7 billion websites exist, the number fluctuates daily. The web is super massive and 4.5 billion people across the world contribute with online interactions. All credit to the rapid development towards taking our businesses on the web and the digital revolution. The development did not take place all of a sudden, it was a rather slow process.

The users entered the era of the World Wide Web only when the visual-oriented web browsers came in the 1990s, and since then there has been an exponential increase in web technology, the craze for web development is at its peak now. Sounds pretty exciting, right?

This blog will help you to make your career in the field of web development by guiding exactly what you need to study, and how to implement them by making projects and starting your career in this domain. The blog covers web development projects and web development project ideas for you, by making these you will be able to master all the skills required to master web development and next to a successful career in the field. So what are you waiting for?

Confused about your next job?

Before working on the projects it is essential to know what web development is. Web development is the work involved in developing a website or web application for the internet, it mainly covers the non-design markup aspects of building websites. The professionals divide it into three categories:

• Front-end web development
• Back-end web development
• Full-stack web development

While front-end web development deals with the visual aspect of a website, what users see its look and feel, back-end web development is concerned with the connection to the server, databases, etc. And full stack web development is a combination of both the frontend and backend types of web development.

Well, we know what web development is, but what are its uses of it? Obviously, to make websites!

Making websites is the most important use of web development. However, there are many other reasons as well for which people learn web development :

• Building real-world projects.
• A great income source
• Creative and fun.

Whether you’re an aspiring or junior front-end, back-end, or full-stack developer, building real-world projects is not only one of the best ways to learn and improve your coding skills but is also crucial for you to build an attractive portfolio to advance your career. But what projects can I work on? Will they be unique enough?

Don’t worry we have got you covered, we will provide you with the list of 20 web development projects and ideas that you can develop independently.

Let’s explore the top 20 web development projects and ideas.

One-Page Layout or design

How about building an attractive one-page responsive layout by using Simple HTML and CSS. Sounds great, right.

In Fact, this is the simplest web development project that you can start with. The conquer template can be used to build this project.

Source Code – One Page Layout Skills Required – HTML, CSS, Responsive Layout.

Product Landing Page

You now know how to make a simple one-page layout, how about building a product landing page then as a second step??

But how does it differ from the above project? The answer is in a product landing page you will use columns and align the components of the landing page within columns. Basic editing tasks like cropping images and making use of design templates are also covered in this.

Source Code – Landing Page Skills Required – CSS, Image editing.

Netflix Home Page Clone

Let’s master our CSS skills a little more by making a Netflix home page clone using HTML, CSS, and JavaScript This will not only help you to master your skills, in addition, you will also learn about Positioning, and CSS Grids as well.

You will also get a feel as to how developers work when they are given a design and are to make an exact copy of it.

Source Code – Netflix Clone Skills Required – CSS Grid, Styling Tables, Tabs with JavaScript, Positioning

Background Generator

As a Next step, it’s time to have an understanding of some basic JavaScript. How about making a basic background or gradient color generator, where you will choose a color from the palette and that color will become the background.

This project aims to find the best-looking background gradient for your project. You just have to select the colors you want from the color picker and then copy the code displayed and paste it into your code as a background color. It’s That Simple!

Source Code – Background Generator Skills Required – HTML, CSS and JavaScript

It’s time to master JavaScript with a minor project of making a quiz application.

Optionally you can add the ability to give a score to the user at the end of the game, if the score is above a threshold value you declare the player to be a winner, using some gifs corresponding to winning and losing the game. This can be a very interesting project to work on.

Source Code – Quiz App Skills Required – HTML, CSS, JavaScript

Temperature Converter Website

You can make a simple yet attractive temperature converter website using HTML, CSS, and JavaScript as a next step.

It will involve validation of the user input, using the dropdown menu to know if the input is celsius or Fahrenheit. You can add more functionality to it.

Source Code – Temperature Converter Skills Required – Input Validation, Form designing, HTML, CSS, JavaScript.

Restaurant Website

Do you always wonder how I design a Restaurant Website had I been given a chance to do so?

We cannot give you a chance to do so now, however, you can make one for yourself and add it to your portfolio using your skills.

This project aims to create a fully responsive restaurant website, you can add many pages and links to your website. You can extend the functionality by connecting it with a real-time database and allowing users to order food online.

You must also deploy this using Netlify or Github Pages to showcase to the world that you are a great web developer.

Source Code – Restaurant Website Skills Required – Responsiveness, UX design, HTML, CSS

Basic Portfolio Website

After building a complete restaurant website by yourself, you should now be confident in your skills. However, Practice makes Perfect.

In the next step, you must try making your own portfolio website for yourself. Showcase your projects, your social media handles, your experience on the website. You can refer to some templates available for free on Google for that.

Source Code – Portfolio Website Skills Required – Responsiveness, UX design, HTML, CSS, Icons

Responsive Blog Website

Let’s make another responsive website and add it to our portfolio. A blog website is the one where users can add a new blog, edit it and view other blogs published on the platform.

At first glance, it may feel that we will have to use some kind of database for storing the blogs. However, it’s not the case. Using LocalStorage you can store the data with no expiration date, even when the browser is closed. Alternatively, you can use the database for storing the blogs.

That means it will be available even when you close the browser and come back to the page.

Source Code – Blog Page Skills Required – HTML & CSS, JavaScript.

Covid Awareness

It’s been so long since covid came, we witnessed the first wave, then the super dangerous delta variant and now there is the Omicron variant. All glories to the great scientists and doctors for making vaccines in such a short duration and to the government for making the vaccine available at such a large scale that we are in a safer state now than we could have been without the vaccines.

You might be wondering why I am discussing this now. Well, this is the idea for our tenth project, making a covid 19 awareness website. This will involve the general guidelines that people must follow, the need and importance of vaccination, and the need to stay in isolation in case one experiences symptoms. In short a general-purpose awareness website.

Source Code – Covid Awareness Skills Required – HTML, CSS, Bootstrap

To do List App

This is a common project that all web developers have done at least once in their lifetime. Not only will this help you to keep track of your daily tasks but is a good project too at least at the beginner level. You can connect it with a database to store the daily tasks, the benefit of storing daily tasks in a database will be, you can, later on, add delete functionality to it. If a user by mistake deletes a todo, you can give the privilege to restore it.

Source Code – To-Do List Skills Required – HTML, CSS, JavaScript

Dear Fellow developers, fasten your seat belt if you are doing projects in the sequence we advised you, till now you have done a total of 10 projects. This deserves appreciation!!

So far so good, however, all the projects we did till now are easy ones, it’s time to level up our web development skills and make some even better projects.

So you have been using one or the other browser extension for a long and did not know that they are made using JavaScript.

You can make extensions to make your day-to-day tasks well organized. As an example, you can make a notes extension that would let the user make a note directly in the browser without opening any other application. You can also build extensions like finding the meaning of any word that a user enters it would help users to read online.

Github Explorer

As a next step, you can make a GitHub explorer for yourself. This will fetch the details of the GitHub user just by entering his/her username. You can use the Github API to do so.

Using the API you can find details regarding the name of the user, the number of repositories, the number of followers, and so on.

In addition, upon clicking the username, you will be redirected to the GitHub profile.

Source Code – GitHub Explorer Skills Required – Promises in JavaScript, API

Weather Forecast Website

In this project, you will make a web application to check out the weather forecast for the current day and for the next few days. You will use an API to fetch real-time data and then add it to your application. The user will input his/her location and the weather forecast for the next 5 days will be displayed. In addition, a feature to automatically detect the location can add to the versatility of the project.

Source Code – Weather Forecast Skills Required – JavaScript, Node.js, ReactJS.

Link Shortener

In this project, you will be required to make an API to build short URLs. The functionality will be similar to bitly. Using Node, Express, and MongoDB you can make your own URL Shortener service. However, you can use any backend language also depending on your expertise. The project is not specific to any particular backend language.

Source Code – Link Shortener Skills Required – Node, MongoDB,JavaScript

Sorting Visualizer

The first step to learning Data Structures and Algorithms is to use Sorting Algorithms, they form the base for all the advanced topics ahead, However, it’s sometimes overwhelming to actually figure out how sorting algorithms work.

How about making a sorting visualizer?

A project that will help you to visualize how various sorting algorithms work. For example, in insertion sort, The array is virtually split into a sorted and an unsorted part. Values from the unsorted part are picked and placed at the correct position in the sorted part. This is something that college professors and all youtube instructors do in order to explain the concept. This is a great idea and making it live will help many students out there.

Source Code – Sorting Skills Required – HTML, CSS, JavaScript, Sorting Algorithms

Transcript Summarizer for Youtube

As a Computer Science student, you learn on a daily basis from videos, articles, documentation, and so on. A majority of learning happens through Youtube as well. PS Youtube also provides entertainment.

A lot of time can be saved if you can summarize the content of the youtube videos. In this project, you will be creating a Chrome Extension which will make a request to the backend REST API where it will perform NLP and respond with a summarized version of a YouTube transcript.

Source Code – Youtube Transcript Skills Required – Python API, Hugging Face Transformers, Flask.

DSA Tracker

Always want to practice a lot of DSA Questions, but failed to keep track of each and every question that you did?

In this project, you will make a DSA Tracker for you, wherein questions will be divided into different categories and upon selection of one, you will be able to solve that. The project features:

• Topic-wise question search
• Topic-wise progress
• Complete local storage
• Mobile-first design

Source Code – DSA Tracker Skills Required – React, React-Reveal, Bootstrap, Localbase

Online Code Editor

Do you wish to build something Online Compiler ?

Online code editors feature all the common functionalities of complete IDEs, they run on browsers. Building an online code editor for you after building so many projects is the right step and will ace your skills to the next level, If done well this can be ideal for your next start-up as a free online interviewing platform.

Building an online code editor and compiler seems too complicated, but we can break it down into two pieces.

API running on the backend server, which will take a piece of code and language as input and output the answer after running the code on the server Frontend code editor, we can choose the language and edit and modify the code here. Then we make a post request to the backend API and show output on the website.

Keeping it simple, in the front end part, you can add a simple dropdown menu for selecting the language of your choice. Whenever a language is selected, the corresponding event listener will be triggered.

Source Code – Code Editor Skills Required – HTML, CSS, ReactJS, Hosting Services

Slack Clone

Slack is one of the widely used communication channels used by corporates for work-related communication. Making a slack clone is a great project for your resume and will surely catch the eye of the recruiters.

For the frontend and core functionalities, you can use React. Use Redux for effective state management and Firebase for real-time databases.

Source Code – Slack Clone Skills Required – Advanced React, Redux, Firebase, Web Application Development, Website Hosting.

In this blog we have presented you with the 15 web development projects that you need to ace your development skills, they were presented in a structured format and with increasing levels of difficulty. The objective was to make you realize that nothing is difficult if you take the right approach and truly want to learn something.

Q1) What are 3 types of web developments? Ans 1) There are 3 types of web development:

• Front end web development
• Back end web development

Q2) Few unique web development projects for students? Ans 2) You can try making your portfolio website, In addition, projects that require API Calls are a great way of impressing the recruiters, so you can try out making clones of popular social media websites like Instagram, Linkedin.

Q3) Is Web development a dying career? Ans 3) Web development is still regarded as one of the most promising and rewarding careers in terms of professional growth as well as freelancing.

Q4) Is web development in demand in 2023? Ans 4) There is an increasing demand for skilled web developers in 2023

• Best Web Development Courses
• How to Become a Web Developer
• Web Developer Interview Questions
• Web Developer Skills
• Best Web Development Books
• Web Development
• Web Development Projects

Previous Post

Top 20 iot projects with source code [2024], top 15 java projects with source code [2024].

• Project Process
• CSR Activity

PG Projects

• Artificial Intelligence

Image Processing

• Embedded applications
• Industrial Automation
• Deep Learning
• Machine Learning
• Mechatronics

Controllers

• Raspberry pi
• NVIDIA Jetson Nano
• Embedded with Matlab
• Artificial Neural Network
• Image Segmentation
• Image Enhancement
• Image Denoising
• Stegnography
• Fusion and Saliency
• Image Retrieval
• Communications
• MIMO Transmissions
• Device-to-Device Communications
• 5G networks
• Modulation Techniques

Wireless Sensor Networks

• Routing Concepts

Signal Processing

• Patch Antenna

Front End Domains

• Arithmetic Core
• Communications and Crypto Core
• Design for Testability
• Nano Technology

Back End Domains

• Low Power VLSI
• Transistor Logic
• Core Memories
• Cadence EDA
• Xilinx Vivado
• Matlab Interfacing
• Power Systems
• Solar Power Generation
• Wind Power Generation
• Power Quality
• Hybrid Systems
• Distribution Systems
• Power Electronics
• AC-DC Converters
• AC-AC Converters
• DC - AC Converters
• DC - DC Converters
• Multilevel Converters
• Electrical Drives
• Electrical Vehicles
• Control Systems
• Data Mining
• Cloud Computing
• Data Science
• Mobile Computing
• Service Computing
• Secure Computing
• CyberSecurity
• Parallel and Distributed System
• Software Engineering
• Intrusion Detection System
• Wireless Communication

Gaming Projects

Ug projects, major projects, ieee major projects.

• Image Detection
• Image Compression
• Security Applications
• Finite State Machines

Application Major Projects

• Arduino+Python
• Graphical User Interface(GUI)

Interfacing

• Web Applications
• Kotlin Android
• Android Application

Full Stack Projects

• Spring Boot + HTML
• Node.js + React
• Python + Angular
• Python + React
• Node.js + HTML
• Node.js + Angular
• ASP.NET + HTML
• Spring Boot + Angular
• Spring Boot + React

Minor Projects

Inter | diploma projects, school projects, make in india.

• Transportation
• Electronics Developments
• Electricity
• Security & Surveillance
• Current issues
• Smart communication
• Waste management
• Robotics & drones

Digital India

• Smart vehicle
• Renewable Energy

Swasth bharath

• Agriculture & rural developments
• Health care & biomedical
• Food Technology
• Clean Water
• Earth and Environmental Science

Swatch bharath

Phd projects international assignments workshops training internships quick pay sign up login.

Major Project for CSE

We are South India’s largest edu-tech company and the creator of a unique and innovative live project making platform for students, engineers and researchers.

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Few python based project titles for cse students.

Over 50+ Python-based Major Projects for CSE have been given below. 

Attendance Tracking System using Cloud Computing 

Lung Cancer Image Segmentation using Various Image Processing Techniques 

Analysis of Different Classification Algorithms for Lung Cancer Detection

A Novel Approach to Predict Early Stage of Breast Cancer using DL

Sentimental Analysis of Placement Data for Job Classification by Students Using Naive Bayes in Comparison with Support of Vector Machine 

Electricity Load and Price Forecasting Using Deep Learning 

Leaf Disease Detection Using Deep Learning Techniques 

Crop field paddy crop disease detection using SVM and CNN algorithm

A Model for Prediction of Tomato Crop Disease Using CNN

A Web Application for Bit Coin Price Prediction using Machine Learning 

Job Career Guidance 

Face Recognition Using Computer Vision and CNN Algorithm 

Accurate Feature Elimination approach in Ensemble Learning on NSL-KDD dataset 

Smart E-Banking Transactions

Web Accessibility of Educational Information in College and Providing Communication Between Students 

Currency Classification System using Deep Learning

Enhancing Accuracy in Detecting Vehicles Using Sift Over SVM, CNN, Yolo, SSD 

Accurate Short Text Classification using Bi-LSTM 

Accurate Newspaper Article Classification Using Multi-Class Support Vector Machine 

Performance Analysis on Student Feedback using Machine Learning Algorithms 

Smart Library Management 

Desktop Supermarket Application 

Improvement in Automated Diagnosis of Soft Tissues Tumors Using Machine Learning 

Identification of Plant Nutrient Deficiencies Using Convolutional Neural Networks 

Psychology Chatbot

Analyzing of Product Reviews using Sentimental analysis 

Customer Segmentation

Deep Learning for Weed and Crop Classification

Stock Price Prediction using DL 

Online Bed Booking for Quarantine

Online Fruits and Vegetables Recycling and Reuse System 

Dynamic Selection an Classifier for Software Fault Prediction

Lane Line Detection Using Python 

Rasa Chatbot for Restaurant 

Faculty Authentication System Based on Face Recognition 

Harmfull Object Detection 

Showing Vaccination Status with Certificate of User on Face Recognition 

Yoga Recommendation and Monitoring System 

Recommendation System for Personalized Outfit Designing 

Automatic Paper Corrector 

Prediction Of Water Quality Using Machine Learning Algorithm

Vehicle Speed Detection Using Open CV 

Feature Selection and Ensemble Learning Techniques in One-Class Classifiers: An Empirical Study of Two-Class Imbalanced Datasets on Vehicle Insurance Data 

Product Review System

Soil Parameters Database Create a Website Regarding Plants and its Parameters with their Information Python Programming 

Safety Helmet Detection in Industrial Site Using OpenCV 

NGO Helpers 

Detecting Unauthorized Access of Personal Device

Educational Chatbots

Age from Faces in the Deep Learning Revolution

Online Herbs Shopping 

Online Food Ordering System 

Company employee profile using QR code 

Online Interaction System 

Healthcare Chatbot 

Real Time Face Mask Detection

E-blood Bank Monitoring Hospitals 

Deep Learning Based Deforestation Classification

Teacher Automatic Time-table Software Generation System Using Python 

Fruit Disease Detection Using Color,Texture and ANN 

Image Classification And Inference Engine For Machine Learning 

Online Rental System 

Human Action Recognition 

Online Book Store System Cloud Infrastucture 

Online Voting System

Online Hurbs Shopping 

Message Passing Through Application Using Python 

Federated Learning for Mobile Keyboard Prediction 

Rumor Stance Prediction 

Employee Dash Board 

Also check :  Mini Projects for CSE

Few Android Based Project Titles for CSE Students

Over 50+ Android -based Major Projects for CSE are listed below.

Go Grocery App

Startup Assistant

Happy life: Suicide Control App 

Food Freshness Checker 

Goods-Transporter App 

My Personal Chef 

Real-Time Translation App AR

E-Ayurveda Recommended Solution for All Disease 

Voice Assistance Android App for Visually Impaired 

Kisan Salah: An App on Farming 

Public Transport App

Invest in Idea 

Give away Your Items 

Covid-19 Quarantine

Smart Parking

Real-Time Translation App AR 

Disease Doctor 

Bus Reservation System

Soil with Suitable Farming 

DIY Encouragement App

Rescue Wings Active Services Support for Disaster

Intelligent Job Tracking 

iMadeDiagno Self Diagnosis System for Disease Treatment 

Smart Helper 

Safety Covid-19 

ATM Security 

Identify Face Expression Changer Using Tensor Flow 

V-Walk 

College Bus Tracking System

Automatic Seating Arrangements

Android Based Student Fees details Application

Home Automation For Disabled Persons Using His Voice Tag

Navigation And Obstacle Detection For Visually Impaired 

IS YOUR ANDROID APP INSECURE! 

COVID-19 Tracker 

Visual Product Identification for Blind using Android 

Smart Mechanical Service Application

Online Voting App 

SHCM (Smart Home With Conditional Monitoring) 

Covid-19 Contact Tracer

Voice assistance for blind people

Human Andro system 

Android robot car using Accelerometer Sensors

Office Automation

Baby Monitoring System

Local Medical Search 

Humanoid robot control by using ANDROID with GPRS technology

Android Robot Helicopter using Accelerometer Sensors 

Implementation and modelling of robotic arm using Android

Human Activity Detection in Coma Patient 

Virtual Cook Application to cook with the existing ingredients

Language to Language translator in the Medical Industry

Notify Music Recommendation app karaoke

Intruder detection in Queue

Allotting Restaurant time/Ordering Food with AI 

Sound locker with IoT

Alcoholic self Control App 

Java-based Major Project for CSE final year

Right from the past few years, the java-based projects have been in loop, thus, we discussed a few below for your reference. 

Web Application for Breast Cancer Prediction

Banking Transaction System using Encryption and Decryption 

Cloud Data Audition Techniques with a Privacy and Security Focus 

Mail Tracker

Web Based Database And Sms To Facilitate Health Care Medical Emergency 

Daily Pulse of Covid-19 

Privacy Preserving Data Processing with Flexible Access Control

Anonymous Traceble Group data sharing in Cloud Computing

Online Loading Management System 

Organization Faults Maintenance System 

HealthCare Chatbot System

Biometric Based Exam Gate Authentication System With Sms Alert 

Instant Plasma Donor Recipient Connector Web Application

Village Development System 

Travel Management System

Student Help Desk 

Online Retail Management System

Web Server Management System 

Covid Patients Tracing Web Application 

E-calculator For Calorie Calculating And Provide Suggestions 

Put A QRcode in Your ClassRoom 

Consumer Sales Online Fake Review Detection and Deletion 

E-Blood Bank Monitoring Hospitals

Conducting Exams with Different Sets and Create Hall Tickets with QR Code 

E-singers Online Rank Providing for Singers Based on Songs 

Student Grievance Support System 

E-Assessment and Evaluation 

Text and Image Encryption Decryption Using AES Algorithm

Also check :  Project Topics for BTech Computer Science

PHP Based Major Project for CSE Final Year

Many web applications are usually built based on PHP, a few of which have been listed below.

E-Ration 

Admission Management System

Hostel Food Wasteage Management System 

Fake Product Review Monitoring System

Exam Seating Arrangment System

Alumni Guest House Management System 

Medical Consulation

Hall Ticket Generation

Faculty Leave Management System 

Employee Transport Management System

Department of Web Portal

College Campus Recruitment and Placement Management System

Doctors Appointment

Crop Health Management System 

Blood Donation Management System 

Various Machine Learning and Deep Learning Projects for CSE students

Many  B.tech Major Projects for CSE  students have started concentrating on several diverse fields-based machine and deep learning concepts. Thus, we have listed a few below.

Sentiment Classification from Text Using Deep Learning Algorithm

Anemia Estimation for Patients Using a ML Model 

Machine Learning Algorithm For Brain Stroke Detection

Deep Analysis of Autism Spectrum Disorder Detection Techniques

Electricity Price Forecasting for Cloud Computing Using an Enhanced Machine Learning Model 

Comparative Analysis of ML Algorithms for Drought for Prediction

Detection of Chronic Kidney Disease using Machine Learning and Deep Learning Algorithms 

Detecting and Characterizing Extremist Reviewer Groups in Online Product Reviews 

Fraud Detection in Credit Card Data using Unsupervised Machine Learning Based Scheme 

Analysis for Disease Gene Association Using Machine Learning 

A Novel Ensemble Learning Paradigm for Medical Diagnosis With Imbalanced Data 

Construction of Machine-Labeled Data for Improving Named Entity Recognition by Transfer Learning 

A Comparative Approach to Predictive Analytics with Machine Learning for Fraud Detection of Realtime Financial Data 

An Experimental Study for Software Quality Prediction with Machine Learning Methods 

Predicting Flight Delays with Error Calculation using Machine Learned Classifiers 

CLEMENT: Machine Learning Methods for Malware Recognition Based on Semantic Behaviours 

Hazard Identification and Detection using Machine Learning Approach 

Machine Learning based Rainfall Prediction

Advanced Prediction of Performance of A Student in An University using Machine Learning Techniques

COVID-19 Future Forecasting Using Supervised Machine Learning Models 

Novel XGBoost Tuned Machine Learning Model for Software Bug Prediction 

Track&go A Location Prediction Web Application 

Deep Learning for Plant Species Classification 

Transfer Learning for Recognizing Face in Disguise 

Deep Learning For Large-Scale Traffic-Sign Detection And Recognition

Animal Detection in Farms Using OpenCV 

Classification of Poetry Text Into the Emotional States Using Deep Learning Technique 

Clement Machine Learning Methods For Malware Recognition Based On Semantic Behaviours 

Rice Leaf Diseases Classification Using Cnn With Transfer Learning 

Handwritten Character Recognition System

Classification of Electromyographic Hand Gesture Signals Using Modified Fuzzy C-Means Clustering and Two-Step Machine Learning Approach

Research on Medical Image Classification Based on Machine Learning

Covid-19 predictor using X-Ray Images Analysis 

Noise Suppresed Image Enhancing Environment

Analysis of Facial Sentiments: A Deep-learning Way 

Deep Convolution Neural Network for Big Data Medical Image Classification 

Image Denoising via Sequential Ensemble Learning 

Emotion Recognition using Speech Processing 

Deep Learning Based Fusion Approach for Hate Speech Detection 

Image-Based Plant Disease Detection: A Comparison of Deep Learning and Classical Machine Learning Algorithms 

Learning Deep Gradient Descent Optimization for Image Deconvolution 

Evaluation of Deep Learning Techniques in Sentiment Analysis from Twitter Data 

On the Feasibility of Deep Learning in Sensor Network Intrusion Detection 

Deep learning for Classification and Localization of COVID-19 Markers in point-of-care Lung Ultrasound

Deep Learning in Ultrasound Imaging

Deep Facial Diagnosis: Deep Transfer Learning From Face Recognition to Facial Diagnosis 

Deep Learning for Natural Language Parsing

Transfer learning-based Object Detection by using Convolutional Neural Networks 

Cloud Computing-based Major Project for CSE final year Students

Due to the adoption of cloud-based techs, the cloud-oriented projects have been adopted by recent aged firms. A few of them are listed below.

Combining Data Owner-side And Cloud-side Access Control For Encrypted Cloud Storage

Secured Outsourcing Towards A Cloud Computing Environment Based On Dna Cryptography

Data Security In Cloud Computing Using Aes Under Heroku Cloud

Reputation-aware Trust And Privacy-preservation For Mobile Cloud Computing

Verifiable And Multi-keyword Searchable Attribute-based Encryption Scheme For Cloud Storage

Normal Cloud Model-based Algorithm For Multi-attribute Trusted Cloud Service Selection

Dynamic Multi-keyword Ranked Search Based On Bloom Filter Over Encrypted Cloud Data

Secure Data Group Sharing And Conditional Dissemination With Multi-owner In Cloud Computing

Accountable Privacy-preserving Mechanism For Cloud Computing Based On Identity-based Encryption

Attribute-hiding Predicate Encryption With Equality Test In Cloud Computing

Semantic-aware Searching Over Encrypted Data For Cloud Computing

Takeoff Projects Support for Major Projects for CSE Students

At Takeoff Projects, we assure to serve every student for their project need irrespective of their requirements and initial right from the beginning of the project. We have successfully accomplished many   Major Projects for CSE   by serving computer science-based project genres like Python, Android, PHP, Java, Cloud Computing, Machine learning, deep learning, etc.

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