capstone project system

70+ Capstone Project Ideas for Information Technology

Are you an aspiring IT enthusiast looking for the perfect capstone project to showcase your skills and knowledge? You’ve come to the right place! In this blog, we’ve compiled a list of the best 70+ best capstone project ideas for information technology. These projects are not only great for learning but also perfect for building your portfolio. 

So, let’s dive right in and explore these exciting project ideas…

Table of Contents

20 Beginner-Level Capstone Project Ideas for Information Technology

• Website Portfolio : Create a personal website showcasing your skills, resume, and projects.
• Inventory Management System : Build a system to track and manage inventory for a small business.
• E-commerce Website : Develop a simple online store with product listings and a shopping cart.
• Blog Platform : Design a blogging platform with user registration and content management features.
• Student Management System : Create a system for schools to manage student records and grades.
• Task Tracker : Build a task management tool with features like task creation, deadlines, and status tracking.
• Weather App : Develop an application that displays real-time weather information for a user’s location.
• Expense Tracker : Create a tool for users to track their daily expenses and analyze spending habits.
• Chat Application : Build a real-time chat application with user authentication and messaging capabilities.
• Recipe Finder : Design an app that allows users to search for recipes based on available ingredients.
• Library Management System : Create a system for libraries to manage books, patrons, and checkouts.
• Social Media Dashboard : Build a dashboard that aggregates social media feeds and displays them in one place.
• Online Quiz System : Develop an online quiz platform with user registration and scoring features.
• Fitness Tracker : Create an app to track and analyze fitness-related data, including workouts and diet.
• Job Search Portal : Build a website where users can search for job listings and submit applications.
• Personal Finance Manager : Design a tool to help users manage their finances, including budgeting and expense tracking.
• Restaurant Reservation System : Create a system for restaurants to manage table reservations.
• Music Player : Develop a simple music player with features like playlists and playback controls.
• Car Rental System : Build a system for car rental companies to manage vehicle bookings.
• Online Learning Platform : Design a platform for online courses with user registration and course management.

25 Best Intermediate-Level Capstone Project Ideas for Information Technology

• Hospital Management System : Develop a comprehensive system for managing patient records, appointments, and billing for a hospital or clinic.
• E-learning Platform : Create a feature-rich online learning platform with video lectures, quizzes, and user progress tracking.
• E-commerce Marketplace : Build a multi-vendor e-commerce platform where many sellers can list and sell their products.
• Health and Fitness App : Design an app that tracks users’ health metrics, offers workout plans, and provides nutritional guidance.
• Travel Booking Portal : Develop a website that allows users to search different activities for their vacations.
• Inventory Optimization System : Create an advanced system that uses data analytics to optimize inventory management for businesses.
• Social Media Analytics Tool : Build a tool that analyzes social media data and provides insights into user engagement and trends.
• Job Matching Platform : Develop a platform that matches job seekers with suitable job openings based on their skills and preferences.
• Expense Report Automation : Create a system that automates the process of generating and submitting expense reports for employees.
• Smart Home Automation : Design a home automation system that allows users to control lights, security systems and appliances from a mobile app.
• Event Management Software : Build a tool for event planners to manage event details, invitations, and attendee tracking.
• Online Marketplace for Freelancers : Create a platform where freelancers can offer their services and clients can hire them.
• Language Learning App : Develop an app that helps users learn a new language through lessons, quizzes, and interactive exercises.
• Stock Portfolio Tracker : Build a tool for investors to track their stock portfolios, view market data, and receive alerts.
• Real Estate Listing Website : Create a website for real estate agents to list properties and for users to search for homes.
• Customer Relationship Management (CRM) System : Develop a CRM software for businesses to manage customer interactions and sales leads.
• AI-Powered Chatbot : Build an intelligent chatbot that can answer user queries and perform tasks autonomously.
• Online Food Delivery Service : Create a platform for restaurants to accept online orders for food delivery or pickup.
• Expense Analysis Dashboard : Design a dashboard that provides in-depth analysis of a company’s expenses and financial data.
• Medical Diagnosis Assistant : Develop an AI-based tool that assists doctors in diagnosing medical conditions based on patient data.
• Smart Parking System : Create a system that helps users find available parking spaces in crowded urban areas.
• Virtual Reality (VR) Game : Develop an immersive VR game with engaging gameplay and stunning graphics.
• Agriculture Management Software : Build software to assist farmers in managing crop data, weather forecasts, and pest control.
• Music Recommendation System : Create a music recommendation engine that suggests songs based on user preferences and listening history.
• Blockchain-Based Voting System : Design a secure and transparent voting system using blockchain technology for elections.

26 Advanced-Level Capstone Project Ideas for Information Technology

• AI-Powered Healthcare Diagnosis : Develop an AI system capable of diagnosing a variety of medical conditions based on patient data, images, and medical history.
• Autonomous Drone Navigation : Create a system that allows drones to autonomously navigate complex environments, such as cities or forests.
• Predictive Maintenance for Industrial Equipment : Build a predictive maintenance platform that uses IoT sensors and machine learning to predict when industrial equipment will require maintenance.
• Natural Language Processing (NLP) Chatbot for Legal Consultation : Develop a chatbot that can provide legal advice and information by analyzing legal documents and answering user queries.
• AI-Enhanced Cybersecurity : Create a cybersecurity solution that uses artificial intelligence to detect and respond to advanced threats in real-time.
• Blockchain-Based Supply Chain Management : Design a supply chain management system that uses blockchain technology to enhance transparency and traceability.
• Smart City Infrastructure Management : Develop a comprehensive system for managing and optimizing various aspects of a smart city, such as traffic, energy, and waste management.
• Biometric Security System : Build a biometric authentication system that uses facial recognition, fingerprint scanning, or iris scanning for secure access control.
• Virtual Reality (VR) Healthcare Training : Create VR simulations for medical professionals to practice surgeries, patient care, and medical procedures.
• Predictive Analytics for Financial Markets : Develop a predictive analytics tool that forecasts stock market trends, commodity prices, or currency exchange rates.
• Advanced Image and Video Processing : Work on advanced image and video processing techniques, such as object recognition, deep learning-based image enhancement, or video summarization.
• Autonomous Vehicle Control : Design software and hardware systems for autonomous vehicle control, including self-driving cars and drones.
• Smart Energy Grid Optimization : Create a system to optimize energy distribution and consumption in a smart grid network.
• AI-Driven Personalized Marketing : Develop a marketing platform that uses machine learning to personalize advertisements and content for users.
• Biomedical Data Analysis : Work on projects involving the analysis of large-scale biomedical data, such as genomics, proteomics, or medical imaging.
• AI-Based Language Translation : Build a language translation tool that uses neural networks and deep learning to provide highly accurate translations.
• Advanced Robotics and Automation : Develop robotic systems with advanced capabilities, such as autonomous navigation, manipulation, and human-robot interaction.
• 3D Printing Automation : Create a system that automates 3D printing processes for manufacturing and prototyping.
• Predictive Healthcare Analytics : Build a platform that analyzes patient data to predict disease outbreaks, patient outcomes, and healthcare resource needs.
• Advanced Natural Language Understanding (NLU) : Develop a system that goes beyond traditional NLP by understanding context, nuances, and user intent in text and speech.
• Augmented Reality (AR) Educational Apps : Create AR applications for education, offering interactive and immersive learning experiences.
• Advanced Data Visualization : Develop sophisticated data visualization tools that allow users to explore and analyze complex datasets.
• Quantum Computing Algorithms : Work on algorithms and applications for emerging quantum computing platforms.
• Deep Learning for Drug Discovery : Use deep learning models to accelerate drug discovery processes and predict potential drug candidates.
• Autonomous Agricultural Machinery : Build autonomous farming equipment that can perform tasks like planting, harvesting, and monitoring crop health.
• AI-Driven Personalized Healthcare : Develop a healthcare platform that offers personalized treatment recommendations and health monitoring based on individual patient data.

Final Words

These capstone project ideas cover a wide range of topics within information technology, from web development to database management and app creation. Choose a project that aligns with your interests and skills, and don’t forget to document your progress along the way. Completing a capstone project not only demonstrates your abilities but also provides valuable experience for your future career in IT.

Remember, the key to a successful capstone project is to stay motivated, break the project into manageable tasks, and seek help or resources when needed. With dedication and effort, you’ll have a fantastic project to showcase your IT skills to potential employers or clients. Good luck with your capstone project journey!

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Capstone Project for IT Student (Complete Guide 2024)

To help our dear students in creating Capstone Projects , the ITSOURCECODE team has made this definitive guide.

It is a complete guide and steps in creating a capstone project from scratch.

It contains the essential parts on how to create or write a Capstone Project and the full discussion to make it.

The program requirements for the student to complete a capstone project in a long term.

A capstone project is designed to require students for their final year.  

The senior project and the culminating project capstone experience is the knowledge and skills we’ve learned in the real world of liberal arts.

What is a Capstone Project?

A capstone project is an academic paper that serves as a summary of a student’s experience.

This type of paper is typically produced during the senior year of high school or as part of a college or university course.

It can be used in nursing, engineering, information technology, business, and other product-based project courses.

How to Create a Capstone Project Step-by-Step?

Capstone Project Ideas

Before you achieve a project to develop, you must have first a proposal.

This proposal serves as the first step before you make a capstone project example and here’s how to write it.

Time needed:  10 minutes

Here are the complete steps on how to create a Capstone Project Proposal. These methods will help you create a flawless capstone projects document. Following the appropriate processes while preparing a capstone project proposal will save time.

First, choose a capstone topic. It will help you choose suitable themes. This boosts critical thinking and decision-making. Consider your skills, talents, and intelligence when choosing a topic. You and your organization must take responsibility for your decisions to foster cooperation. Consider what you wish to develop while choosing a topic. Consider your environment’s demands. Choose a focused topic to develop as a group. You chose Sports, then you ask how to make it more productive. From there, you may create a subject or title.

In order for you to become knowledgeable on the topic that you choose, you need to do a lot of research. This will help you to have deeper understanding about your topic. You will know then the common issues and difficulties that your topic has.

Now that you’re confident in your topic, create a proposal. You merely need to finalize the topic’s title and concerns you identified throughout research. Problem Statement identifies issues. Capstone Project Proposal needs a topic introduction. Then identify the concerns and solutions your team determines. After that, you must create solutions.

Title Defense will tell you if the topic you choose meets your skills and team’s needs. This will show if you studied well. At your Title Defense, you’ll be asked about the topic, its problem, and its solutions. These must be defended well and with solid proof. Review all the relevant material to support your topic.

How to write Capstone Project Chapter 1?

Here’s how to start writing your Capstone Project Chapter 1( Introduction ).

• Know the structure of a Capstone Project Chapter 1 : Its structure would based in your school or mentors. The chapter 1 conveys and discuss all the information about the project. It has also the specific details of the project and what should be the expected outcome.
• Formulate an Introduction of your project . It must contain issues and the reason why you pursue the project. Its like introducing the project title that you made. You have to present what your project is all about.
• Provide a document for your Capstone Project Chapter 1. You should document all the steps and information about your project development. It is because you will be needing these information as a proof and bases o how did you come up with that capstone project.

The Capstone Project Chapter 1 has its parts and are very important in developing your project. It is a continuation from your capstone project proposal but more specific. Its structure is composed of:

• Introduction :
• Project Context:
• Objective: General and Specific:
• Scope and Limitations:
• Significance of the study:
• Definition of Terms:

The composition of your capstone project chapter 1 will always vary from your school or instructors. But the given details here are all essential to create a Capstone Project Chapter 1.

How to write Capstone Project Chapter 2 ?

Chapter 2 RRL (Review of Related Literature) is the third step in writing a Capstone project document (Review of Related Literature). It includes project-related articles and systems. These concepts can be used in your planned study. You must only reproduce valuable ideas from an article, book, or topic.

How to write Capstone Project Chapter 3 ?

The third step in creating a capstone is completing its Methodology . It must contain all the methods and procedures used for project development. You will also present the illustrations, diagrams and figures to explain the process of creating the project.

• Choose your SDLC: System Development Life Cycle (SDLC) plays a big role for the Project Development. It will guide you through the development journey and will also provide you the steps on how would you finish your project.
• Create a Gantt Chart: Create a Gantt Chart to finish your project on schedule. This helps estimate project development time. You can also monitor development and mitigate mistakes. Gantt Charting helps manage time and deadlines.
• Provide all the Illustrations, Diagrams and Figures: Methodology requires several illustrations. By methods, you must explain your project to readers and panels. It helps you determine your project’s needs.
• Apply the Illustrations to your Project: After finishing the instruction (Methodology), you can create the project. You can use your thoughts and Illustrations to complete your project.

Here’s the structure on how to write your Capstone Project Chapter 3:

• Brief Methodology Introduction
• Gantt Chart
• Database Design
• Data Dictionaries
• Screen Design
• Architectural Framework
• Hardware and Software Specification

How to create a Capstone Project Chapter 4 ?

After completing Project Evaluation, you’ll test its usefulness. For project testing, utilize a survey. This questionnaire will show if the project fits consumers’ needs. The comments or ratings will justify project performance.

You must add the project evaluation to Chapter 4 to notify readers and panels. It’ll show if the project was enough. It must include the evaluation’s discussion and result.

• Make sure that the Project was fully-functional: Before you do your survey for evaluation, you must secure first that the project is error-free and fully-functional. This is to refrain the users from difficulties during the survey.
• Prepare your Questionnaire: You may use a questionnaire provided online or you may create your own. But you have to validate the questionnaire if you’ll use your own. This is to make sure that the evaluation and the result is valid.
• Project Testing and Evaluation: After preparing all the needed materials for project evaluation, your project can now be evaluated. The project must be evaluated by its targeted users to know its usability, functionality and efficiency. Their evaluation will be recorded and should be discussed in this chapter.
• Calculate and Discuss the Result: Now this is the main part of creating capstone project chapter 4. You must perform the former steps to obtain and come up with the presentations and discussion of results. The results must be interpreted into words to deliver the right information to the panel and readers.

Structure of the Capstone Chapter 4 to write and complete:

• Short Introduction
• Evaluation Result
• Discuss the Result and Interpretation

How to write a Capstone Project Chapter 5?

Capstone Project Chapter 5 includes a summary, conclusions, and recommendations. You must summarize and explain your outputs. This chapter informs readers and panels of the Project’s result and assessors’ opinions.

To start creating your Capstone Project Chapter 5, you must save all the collected information from the former chapter.

• Project Summary: Summarize the project evaluation’s findings. This section must briefly summarize project evaluation findings. Short, clear, and precise.
• Provide you Conclusion: As the developer, you must inform the reader and panels about your product. Include the evaluators’ conclusion. Conclusions must justify outcomes and output. This tells you if you’ve met requirements.
• List and Explain all the Recommendations: List and explain all project recommendations. These suggestions could help improve your project. It may help you improve your project.

Capstone Chapter Structure Here are the important parts that your should consider before you write a Capstone Project Chapter 5.

• Summary of findings
• Recommendation

That completes our discussion about How to make Capstone Project: A Definitive Guide Itsourcecoders.

I hope that this article about List Python Courses Outline with Certificate help you a lot.

With the Capstone discussion presented above, you can get the ideas on how to create and write it for your own documentation or paper.

If you have questions concerning the Capstone chapters, contact us or leave a comment below.

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Capstone Project: Definition, Types, Structure, and Examples

by  Antony W

January 2, 2024

If you're reading this, chances are that you're in your final year of school and the words "capstone project" have come up somewhere in your first or second semester.

You're probably looking for a quick score on the topic - what it's about, a project template, or even a sample. If so, you're in the right place.

Before we get into it, you' need to know that you're in the hands of consummate capstone project experts.

Help for Assessment is composed of scholars at all levels of academic achievement including Masters and Ph.D., all inspired and motivated to help students like you achieve their academic goals. The expertise and experience we have spans years. Even better, this combined academic expertise is placed at your disposal. If your capstone research project is already giving you goosebumps, we will do it for you from scratch including the project proposal, research, write up, and final review before submission.

Remember, you can trust Help for Assessment to complete your capstone project successfully and earn you top grades. All you have to do is order the service here on our service page.

 In the meantime, let us explore the definition of the capstone project, types of projects for students, and a sample capstone project.

What Is a Capstone Project? 

A capstone project in college is a final independent project undertaken in a program of study designed to assess the skills, knowledge, and expertise acquired by the student.

As the name suggests, it is the capstone or crowning achievement of academic life and the last class taken before graduation. It gives you the final credits required to pass the course, which is why every student must take the project.

Since it is designed to assess knowledge and skills gained in a particular discipline, capstone projects vary from school to school and discipline to discipline.

Such a project might involve something as simple as research on a topic, an evaluation of a new technique or method, development of a health program, research into a historical figure or event, or even composing a skit or theatre presentation.

No matter what kind of project you choose to undertake, the result is the same. You get to showcase your understanding of the coursework material learned and display your readiness to enter the professional world to start your career. It is a rewarding experience if done right, but can mess up your final year and possibly your graduation if you manage to mess it up.

Do you know that a successful capstone project also helps to land you lucrative jobs? That’s right, capstone projects are one of the ways potential employers find out just how learned, resourceful, and talented you are. Think of it as a kind of thesis.

Capstone projects are also called culminating projects, experience, senior exhibition, or other similar names. The project is usually self-directed, and most students find it a challenge to even come up with the right capstone project topic. 

Capstone Project Vs. Thesis

A capstone project and a thesis are both very similar in that they represent a final effort from the student just before graduation.

They are done in partial fulfillment of the requirements of the course being undertaken. The comprehensive approach and assessment involved are very similar, and sometimes the structure and methodology might overlap.

Both also have to be reviewed and approved by the institution and will remain in the public domain after publishing.

However, there are some important differences.

• A thesis is purely academic while a capstone project focuses more on the practical preparation of the student for the real world/job market.
• A thesis is guided by a research question resulting in the addition of new knowledge to the field, while a capstone project is guided by the practical importance of the project to the field.
• A thesis involves academic research and analysis, while a capstone project can be anything including a dance or film.
• A thesis is expected to be original and authentic, while a capstone project will have more loose requirements. You can borrow another person’s capstone project ideas , so long as you demonstrate your own advancement in the field.
• A capstone project will usually only have a brief write-up or report, while a thesis generates a detailed, extensive writeup.
• The final presentation of a thesis, called a defense, is meant to prove and show that you have mastered the subject. You are supposed to be a mini-expert in the field. A capstone project presentation comes off as a kind of exhibition where you showcase your project without having to defend it.

Types of Capstone Projects

Capstone projects vary not just in the type of project, also in the level at which they are done.

There are projects for juniors and seniors in college as well as for postgraduate students.

Here are some examples of the forms of projects depending on the academic level.

• In-depth research projects.
• Developing the concept of a product, tool, or service.
• Expositions.
• Experiments.

Capstone projects can be conducted either individually or in a group.

However, the key thing is to make sure that the project proposal has been reviewed and approved by the instructor/panel/institution in charge before proceeding.

Senior Capstone Project

Senior projects are so called because they are done by high school students in their senior year.

Just like other projects, they represent a culmination of the coursework with an interdisciplinary application of knowledge and skills gained so far.

The project usually takes the better part of the final academic year and will have different parts to it, depending on the type of project chosen.

It will also require a presentation where the student(s) explain and describe the project to an audience, including their classmates.

Sample Capstone Project Outline

The write up for a project consists of several parts. However, even before starting the write-up, you need to do a few things:

• Come up with an idea for your project. What will be your subject matter, topic, or premise?
• Find sources for the project and review them beforehand to ensure that they will be of help to you.
• Come up with a step-by-step methodology for your project.

Using this information, you will then write a capstone project proposal for your project. It informs your instructor or review panel exactly what you intend to present so that they can approve or reject it.

Once approved, you can go on to the next stage. The final write-up has the following parts.

• A title page.
• Project outline.
• A description/abstract.
• Introduction
• Rationale/relevance/reason for doing the project.
• Objectives of the project.
• Procedures/methodology.
• Research and analysis.
• Evaluation of results and findings.
• Conclusion and future work/suggestions.
• Bibliography/works cited/reference list.

Note that the project is carried out in stages. Once approved, you will need to be submitting weekly or monthly status reports to your supervisor. After the project report is submitted, you will also have to make a presentation about the whole project.

This brief outline is only meant to be a rough guide. We have a much more detailed article detailing how you can do your capstone project, including a project template. 

Capstone Project Examples

Help for Assessment has extensive experience when it comes to capstone projects of all kinds.

Whether it’s a high school project, a college capstone, or a senior capstone project, you can trust us to carry it out successfully for you.

You can check out various project samples here . 

Get Help With Your Capstone Project

Capstone projects in every level of school are a make or break it deal. Given that they complete the graduation credits required, it makes sense to leave this important part of your coursework to experts.

We are proud to offer you a guide on how to write a capstone project here . If you need help, you can take advantage of our capstone project writing service at affordable, student-friendly rates with amazing discounts. 

Check it out here and make your order to experience excellence, peace of mind, and success thanks to our stellar services.

About the author 

Antony W is a professional writer and coach at Help for Assessment. He spends countless hours every day researching and writing great content filled with expert advice on how to write engaging essays, research papers, and assignments.

Capstone Project

Msis capstone, 1. career development.

Learn more about Career Development

2. Capstone Planning

3. capstone execution, project options, sponsored project, certification.

Students who pursue a sponsored project work in groups to complete a consulting project for a small or large business or nonprofit organization. Students conduct research and analysis and work to implement findings in order to improve their sponsor’s information systems practices. Some of our recent sponsors include Larry H. Miller Auto Group, Utah Transit Authority (UTA), Workers Compensation Fund, TwitchTV, Extra Space Storage, and various departments at the University of Utah.

Sample Project: Automating Data Analytics

Project Summary: The objective was to automate a monthly Excel scorecard used by staff and executives at Ace Intermountain Recycling. The project team delivered a scorecard that was easily accessible via a web browser displaying the information and metrics that were originally calculated manually. The new scorecard can be accessed at any time, is continuously updated, and easy for management to maintain.

Sponsoring Company Background:  Ace Intermountain Recycling Center (AIRC) operates transfer stations for recycled materials, green waste, and other garbage in the Salt Lake Valley and surrounding areas. The AIRC scorecard built by this project accumulates different metrics, allowing management to easily view revenue, costs, and other productivity trends.

Project Timeline: Sponsored capstone projects span two semesters. The first semester is used for project selection and planning. The project is executed in the next semester (about 30 weeks total).

Project Planning and Execution: The main technologies used were SQL, Microsoft Power BI, Python, and REST APIs. The first phase of the project execution was dedicated to creating data connections between the server and each data source; the next phase was cleaning and transforming the raw data into usable datasets with Power BI. SharePoint was utilized to present the dashboard with all its metrics in one central location.

– Andy Adamson, project manager

– Connor Bryner, team member

– Jared Kujawa, team member

Students interested in completing a professional certification can earn credit for doing so through the capstone course. Students can choose from a number of mid- to upper-level certification options that are approved to meet this requirement. Certification exams are completed individually, though students are encouraged to work together when studying. Exam and study material costs are paid by the student. Some certification options may have pre- or co-requisite MSIS course requirements.

There are three primary levels of certification:

Ace Intermountain Recycling Sample Project

Capstone leadership.

The faculty members leading the capstone bring a wealth of combined industry experience to the MSIS program. As leaders of the capstone, they advise students, oversee capstone requirements, recruit sponsors, and provide support as students complete this challenging program component.

Dave Norwood

Leslie Fife

60+ Inspiring Capstone Project Ideas for STEM Students: Unlocking Excellence

• Post author By admin
• October 3, 2023

Discover a range of innovative and challenging capstone project ideas for STEM students.

Hey there, STEM enthusiasts! We get it; you’re not just studying science, technology, engineering, or math – you’re living it.

And now, you’ve reached that thrilling moment in your academic journey: the capstone project. It’s like the grand finale of a spectacular fireworks show, where all your hard-earned knowledge bursts into a brilliant display of real-world application.

But hold on – choosing the right capstone project can feel a bit like picking your superpower for the future. Exciting, right? Well, that’s where we come in.

In this guide, we’re serving up a buffet of capstone project ideas specially crafted for STEM students like you. We’ve got everything from mind-bending tech wizardry to earth-saving eco-innovations.

Whether you’re into building robots that might just take over the world (kidding!) or exploring the mysteries of the human genome, we’ve got you covered.

So, let’s ditch the ordinary, embrace the extraordinary, and find that one project that’s going to make your STEM journey legendary. Ready to dive in? Let’s roll!

Table of Contents

What is Capstone Project Ideas for Stem Students?

Alright, listen up, STEM folks! Capstone projects? They’re like the big, epic finale of your journey through science, tech, engineering, and math. It’s where you get to flex those brain muscles and apply everything you’ve soaked up in the classroom to real-life challenges.

But here’s the kicker: picking the right project? It’s kind of a big deal. This ain’t just any old assignment; it’s your chance to shape your future career path.

So, in this article, we’re not just scratching the surface – we’re diving headfirst into a treasure trove of Capstone Project Ideas, tailor-made for STEM students.

Our mission? To help you find that spark, that “a-ha” moment, that will light up your academic journey. Ready to roll? Let’s do this!

Importance of Capstone Project Ideas for Stem Students

Alright, buckle up because we’re diving into why Capstone Projects are like the secret sauce of STEM education. These projects are a big deal, and here’s why:

Putting Knowledge to Work

You know all that stuff you’ve been learning in your STEM classes? Capstone projects are where you finally get to roll up your sleeves and put that knowledge to practical use. It’s like taking a test, but the real world is your exam paper.

Mixing It Up

STEM isn’t just one thing; it’s a melting pot of science, tech, engineering, and math. Capstone projects are like your chance to be the mad scientist mixing all these disciplines to cook up something amazing. It’s where you see how different fields can work together to solve complex problems.

Unleash Your Inner Genius

Remember those crazy ideas that kept you awake at night? Capstone projects give you the green light to bring those ideas to life. They’re all about innovation and letting your creativity run wild.

Hands-On Learning:

Forget about textbooks and lectures for a moment. Capstone projects are where you get your hands dirty (figuratively, most of the time). You learn by doing, and that’s an experience you can’t put a price on.

Becoming Sherlock Holmes

Investigating, researching, and analyzing data become your superpowers. Capstone projects turn you into a detective, seeking answers and solving mysteries.

Boss-Level Skills

Ever heard of project management and teamwork? Capstone projects are like your crash course in these essential skills. You learn how to work in a team, meet deadlines, and communicate like a pro.

Finding Real-World Problems

Capstone projects aren’t just for grades; they’re about addressing real-world problems. You become a problem-spotter, finding issues in your field that need fixing.

Supercharging Your Resume

Completing a Capstone Project is like having a golden ticket on your resume. Employers love seeing that you’ve tackled a real-world challenge and come out on top.

Changing the Game

Sometimes, your Capstone Project isn’t just a project; it’s a game-changer. You might stumble upon something so cool that it pushes the boundaries of what’s known in your field.

Opening Doors

Collaborating with experts and industry pros isn’t just a possibility; it’s often a reality in Capstone projects. These connections can open doors to your future career.

Making a Real Difference

And here’s the kicker – some Capstone Projects aren’t just about you; they’re about making the world a better place. Whether it’s in healthcare, sustainability, or technology, your project can have a positive impact on society.

Showcasing Your Awesomeness

Completed Capstone Projects are like trophies. They’re proof of what you’re capable of and a source of inspiration for future STEM students.

In a nutshell, Capstone Projects are like the stage where you step into the spotlight and showcase your STEM superpowers.

They prepare you for the real world, fuel innovation, and help move the needle in science and technology. So, get ready to rock your Capstone journey!

Capstone Project Ideas for Stem Students

Have a close look at capstone project ideas for stem students:-

Engineering and Technology

• Solar-Powered Gadgets: Design solar-powered phone chargers, backpacks, or outdoor lighting.
• Autonomous Robots: Create a robot for search and rescue operations or autonomous delivery.
• Smart Home Automation: Develop a home automation system that responds to voice commands.
• 3D Printing Advancements: Research and improve 3D printing materials and techniques.
• Electric Vehicle Prototypes: Design electric bikes, scooters, or small urban electric vehicles.
• Aerospace Innovations: Develop drones for agricultural monitoring or low Earth orbit satellites.
• Renewable Energy Innovations: Build a small-scale wind turbine or experiment with tidal energy.
• Biomedical Breakthroughs: Invent wearable medical devices for remote patient monitoring.
• Environmental Conservation Initiatives: Create an app to report and track environmental issues in your community.
• Robotics and Automation: Design a robotic system for assisting individuals with disabilities.

Biotechnology and Healthcare

• Genetic Engineering: Engineer bacteria for biodegradable plastics production.
• Telemedicine Solutions: Create a telemedicine platform for mental health support.
• Drug Discovery Algorithms: Develop algorithms to predict potential drug interactions.
• Biomedical Imaging Enhancements: Improve MRI or ultrasound imaging technology.
• Prosthetic Limb Innovations: Design advanced prosthetic limbs with sensory feedback.
• Stem Cell Therapies: Research the use of stem cells in regenerative medicine.
• Precision Medicine Tools: Develop tools for tailoring medical treatments to individual genetics.
• Medical Data Privacy Solutions: Create secure systems for handling sensitive medical data.
• Healthcare Access Apps: Design apps for improving healthcare access in underserved areas.
• Virtual Reality in Healthcare: Develop VR simulations for medical training and therapy.

Environmental Science and Sustainability

• Eco-Friendly Building Solutions: Construct green buildings with innovative energy-saving features.
• Waste Reduction Initiatives: Implement a smart waste management system in urban areas.
• Clean Water Technologies: Invent low-cost water purification systems for rural communities.
• Climate Change Mitigation Strategies: Develop strategies for reducing carbon emissions in industries.
• Urban Green Spaces: Create plans for urban parks and green spaces to combat urban heat islands.
• Renewable Energy Storage: Investigate novel methods for storing energy from renewable sources.
• Sustainable Agriculture Solutions: Design vertical farming systems for urban food production.
• Marine Conservation Innovations: Develop technologies to protect and restore marine ecosystems.
• Biodiversity Monitoring Tools: Create apps and devices for monitoring wildlife populations.
• Renewable Energy Education: Develop educational programs to raise awareness about renewable energy.

Computer Science and Data Science

• AI-Powered Language Translation: Build a language translation tool that uses AI to enhance accuracy.
• Machine Learning for Healthcare Diagnostics: Develop ML models for early disease detection.
• Cybersecurity Advancements: Create an AI-driven cybersecurity platform for threat detection.
• Data Analytics for Social Impact: Analyze data to identify social issues and propose solutions.
• Quantum Computing Algorithms: Design quantum algorithms for solving complex computational problems.
• Blockchain Applications: Develop blockchain-based systems for secure transactions or voting.
• Virtual Reality for Education: Build immersive VR educational experiences for students.
• IoT in Smart Cities: Create IoT solutions for improving urban infrastructure and services.
• Natural Language Processing Chatbots: Design chatbots that assist with customer service or information retrieval.
• Data Visualization for Climate Change: Develop visualizations to communicate climate data effectively.

Space Exploration and Astronomy:

• CubeSat Missions: Plan and execute CubeSat missions to study Earth’s atmosphere or space phenomena.
• Exoplanet Discovery Tools: Create algorithms and tools for identifying exoplanets.
• Astrobiology Research: Investigate extreme environments on Earth as analogs for extraterrestrial life.
• Space Tourism Initiatives: Design spacecraft or systems for commercial space travel.
• Asteroid Impact Mitigation: Develop strategies for deflecting potentially hazardous asteroids.
• Lunar Base Planning: Create blueprints for sustainable lunar bases or habitats.
• Satellite-Based Earth Monitoring: Build sensors and instruments for monitoring Earth from orbit.
• Space Debris Cleanup Technologies: Engineer systems for removing space debris.
• Mars Colony Concepts: Design habitats and infrastructure for future Mars colonies.
• Astronomy Outreach Apps: Develop apps for stargazing and astronomy education.

These project ideas offer a wide spectrum of exciting possibilities for STEM students to explore and contribute to their respective fields.

What are the capstone topics for stem?

STEM capstone topics are typically broad and interdisciplinary, and they allow students to apply the knowledge and skills they have learned throughout their STEM education to solve a real-world problem. Some examples of capstone topics for STEM students include:

• Developing a new way to generate renewable energy
• Designing a more sustainable transportation system
• Creating a new medical device or treatment
• Developing a new software application or algorithm
• Improving the efficiency of a manufacturing process
• Reducing the environmental impact of a product or service
• Developing a new educational program to teach STEM concepts
• Designing a more accessible and inclusive community
• Addressing a social or economic challenge through STEM innovation

What is the Capstone Project for stem students?

Alright, so picture this: the Capstone Project for STEM (Science, Technology, Engineering, and Mathematics) students is like the thrilling climax of their academic adventure.

It’s where all that brainpower they’ve been accumulating throughout their STEM journey gets its moment to shine – by taking on actual, real-world problems.

Think of it as the ultimate challenge where they don’t just read about stuff in textbooks; they roll up their sleeves and get their hands dirty, so to speak. It’s the part where theory meets practice, and things get exciting.

Now, what’s on the menu for these projects? Well, it’s like a buffet of possibilities. STEM students can work solo or team up, and they might find themselves researching, tinkering, designing, or even inventing stuff. All with one goal in mind: making a tangible difference in their chosen STEM field.

But it’s not just about acing an assignment; it’s about preparing for their future careers. These projects teach them how to think critically, collaborate seamlessly, and confront real-world challenges head-on.

It’s not just education; it’s a taste of what awaits them in the dynamic world of STEM.

What is an example of a capstone topic?

Imagine having the power to foresee when a customer might bid farewell to a product or service. That’s customer churn, and it’s a puzzle that businesses need to solve.

Predicting customer churn is like having a crystal ball that helps identify customers at risk of leaving and take proactive steps to keep them on board.

So, what’s the scoop on this capstone project? It’s all about crafting a machine learning model that can predict customer churn based on past data. Businesses can use this model to pinpoint customers who might be on the verge of leaving and then craft personalized strategies to keep them happy.

But hold on, that’s just one flavor of the STEM capstone ice cream parlor. Here’s another tasty one in the realm of mechanical engineering:

Revolutionizing Prosthetic Limbs: Comfort and Functionality Redefined

Prosthetic limbs are like real-life superheroes for people who’ve lost their own limbs. But let’s be honest, there’s always room for improvement. This capstone project is a ticket to the world of designing and building a prosthetic limb that’s not just functional but also super comfortable.

Imagine this: cutting-edge materials, groundbreaking technologies, and innovative designs coming together to create a prosthetic limb that goes beyond expectations.

But hey, the STEM capstone universe is vast, and there are countless other galaxies to explore, such as:

• Powering the World with Renewable Energy: Dreaming up new ways to harness renewable energy sources and save the planet.
• Eco-Friendly Commutes: Crafting a sustainable transportation system for a greener tomorrow.
• Medical Marvels: Inventing groundbreaking medical devices or treatments to enhance healthcare.
• Software Wonders: Developing game-changing software or algorithms to simplify our lives.
• Manufacturing Efficiency: Streamlining production processes for greater productivity and sustainability.
• Environmental Guardians: Reducing the environmental impact of products or services for a cleaner Earth.
• STEM Education Revolution: Creating exciting educational programs to make STEM concepts accessible to all.
• Inclusive Communities: Designing communities that embrace diversity and accessibility.
• Tackling Global Challenges: Using STEM innovation to address complex social and economic issues.

When you’re choosing your capstone topic, remember it’s your chance to shine. Consider what tickles your curiosity, matches your skills, and aligns with your career dreams.

And don’t forget to have a chat with your advisor or mentor for some valuable insights and guidance. Happy capstone adventures!

How do I get ideas for a Capstone Project?

Check out how to get ideas for a capstone project:-

Explore Your Passions

Kickstart your idea quest by diving into your passions and interests. Think about what genuinely fires you up within your field of study. When you’re passionate about a project, it doesn’t feel like work; it feels like a thrilling adventure.

Real-World Challenges

Shift your focus to the real world. What are the burning problems or challenges that industries or communities are facing right now? Your Capstone Project could be the solution they’ve been waiting for.

Course Curiosity

Recall those “Aha!” moments in your classes. Were there topics or concepts that made you sit up and take notice? Delving deeper into one of these could be the start of a captivating project.

Seek Expert Guidance

Don’t be shy about tapping into the wisdom of your professors, advisors, or mentors. They’re like treasure chests of knowledge and can point you in the direction of intriguing project ideas.

Industry Insights

Take a virtual tour of your field’s online spaces. Look at industry blogs, forums , or websites to discover the latest trends, innovations, and hot topics. It’s like eavesdropping on the professionals’ secret conversations.

Team Brainstorming

If you’re up for it, consider teaming up with classmates. Sometimes, two (or more) heads are better than one. Brainstorm together to cook up a project idea that gets everyone excited.

Project Archives

Dive into the past. Check out previous Capstone Projects from your school or program. While you’re there, see if you can add a unique twist to a familiar topic.

Research Opportunities

Sneak a peek at what’s cooking in your department’s research labs or ongoing initiatives. Joining an existing project might be your ticket to becoming a project superstar.

Expert Interviews

Reach out to the experts. Conduct interviews or surveys with professionals in your field. Their insights might just be the inspiration you need.

Personal Stories

Reflect on your own life experiences. Has a personal challenge or journey sparked an idea? Sometimes, the best projects come from personal stories.

Social Good

Think about projects that can make the world a better place. Projects with a positive impact on society or the environment often feel incredibly rewarding.

Futuristic Tech

Explore the cutting-edge stuff. Keep an eye on emerging technologies or innovative approaches. Your project could be the next big thing.

Feasibility Check

While dreaming big is great, make sure your project idea is feasible within the confines of your program’s time, resources, and your own expertise.

Get Creative

Embrace creativity. Dedicate some time to brainstorming sessions. Let your imagination run wild, jotting down all those wild ideas. Later, you can sift through them to find the golden nuggets.

Remember, your Capstone Project should feel like an adventure, not a chore. Take your time, let the ideas simmer, and choose the one that makes your heart race with excitement.

That’s the idea that’s going to propel you to Capstone success. Happy brainstorming!

In wrapping up our exploration of Capstone Project ideas for STEM students, let’s remember that this journey is nothing short of thrilling. It’s a world brimming with opportunities waiting for your genius touch.

As you venture into this territory, keep your passions close at heart. Seek out those real-world challenges that ignite your curiosity and resonate with your values.

Don’t hesitate to lean on the wisdom of your mentors and peers for guidance; they’ve been there and have invaluable insights to share.

Whether you find yourself immersed in renewable energy, pioneering medical breakthroughs, or tackling societal issues head-on with STEM innovation, your Capstone Project is your chance to shine.

It’s your canvas to paint your ideas, your passion, and your creativity. It’s the first chapter in your journey to shaping a brighter future through STEM.

So, embrace the adventure, let your imagination soar, and embark on your Capstone Project journey with confidence. The world is waiting for your innovative solutions, and the possibilities are endless.

Your STEM story is just beginning.

Frequently Asked Questions

How do i choose the right capstone project for me.

Consider your interests, skills, and career goals. Choose a project that excites you and aligns with your future aspirations.

Are there any funding opportunities for Capstone Projects?

Many universities and organizations offer grants and scholarships for STEM projects. Research and apply for funding opportunities early.

Can I collaborate with other students on a Capstone Project?

Collaboration can enhance your project’s scope and creativity. Consult with your advisor and explore team projects.

What should I do if I encounter challenges during my Capstone Project?

Don’t hesitate to seek guidance from professors, mentors, or online communities. Challenges are opportunities for growth.

How can I make my Capstone Project stand out to potential employers?

Focus on innovation, documentation, and presentation. Showcase your problem-solving skills and the real-world impact of your project.

What’s the importance of networking during my Capstone Project journey?

Networking can open doors to opportunities, mentorship, and industry connections. Attend conferences and engage with professionals in your field.

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Recent Posts

271+ Most Creative Capstone Project Ideas for Students

Looking for the most creative Capstone project ideas? That provides an opportunity to apply knowledge and skills gained throughout their studies to real-world challenges.

If yes, these capstone projects often demand creativity, innovation, and problem-solving abilities. If you’re a student seeking inspiration for your capstone project or an educator looking to suggest ideas, we’ve compiled a list of 271+ creative capstone project ideas across various fields of study.

You can use these simple capstone project ideas to get more creative and make your overall creativity more good.

what is a capstone project

Table of Contents

A capstone project ideas is an academic undertaking, typically completed in the final year of a program, where students integrate and apply the knowledge and skills they have acquired throughout their studies. It serves as a culmination of their educational journey, requiring students to tackle complex real-world problems or challenges within their field of study.

These projects often involve independent research, creativity, or practical application of concepts and theories. Capstone projects vary in format, which may include research papers, creative works, software development, engineering prototypes, business plans, and more. Students are typically evaluated on their ability to demonstrate mastery of the subject matter, critical thinking skills, and effective communication of their findings.

Successful completion of capstone project ideas can serve as a testament to a student’s readiness for employment or further academic pursuits, making it a significant component of their educational experience.

how to do a capstone project

These steps will help you to make the best capstone project, let’s follow them.

• Select a Topic : Choose a specific and relevant project topic that aligns with your field of study and interests.
• Define Objectives : Clearly outline the goals and objectives you aim to achieve through your capstone project.
• Research and Literature Review : Conduct thorough research and review relevant literature to inform your project.
• Develop a Plan : Create a detailed project plan, including timelines, tasks, and resource requirements.
• Execute the Project : Implement your plan by conducting experiments, collecting data, or completing the creative work, depending on your project type.
• Analyze and Evaluate : Analyze the data or outcomes and evaluate your project’s success in meeting its objectives.
• Communicate Results : Present your findings or project outcomes through a written report, presentation, or creative display, emphasizing the significance of your work and its contribution to your field.

Most Creative Capstone Project Ideas for Students

These are the following great capstone project ideas are given below for every field student.

Engineering and Technology Capstone Project Ideas

• Solar-Powered Water Desalination System : Design a sustainable solution to convert seawater into freshwater using solar energy.
• Autonomous Drone for Environmental Monitoring : Develop a drone equipped with sensors to monitor air and water quality, wildlife, or deforestation.
• Smart Traffic Management System : Create an AI-driven traffic management system that optimizes traffic flow and reduces congestion.
• Robotic Exoskeleton for Rehabilitation : Design a wearable exoskeleton to assist patients with mobility impairments during rehabilitation.
• Energy-Efficient Home Automation : Build a home automation system that optimizes energy usage, reducing electricity bills and carbon footprint.
• 3D Printing in Medicine : Investigate and create 3D-printed medical devices or prosthetics customized to patients’ needs.
• Autonomous Agricultural Robot : Develop a robot capable of autonomously planting, monitoring, and harvesting crops.
• Drone-Based Firefighting : Design a drone system to aid in firefighting efforts, including fire detection and containment.
• Smart Wearables for Healthcare : Create wearable devices that monitor health parameters and provide real-time feedback to users and healthcare providers.
• Virtual Reality Therapy : Develop immersive virtual reality environments for therapy and rehabilitation purposes.

Capstone Project Ideas For Computer Science and Software Development

• AI-Powered Personal Assistant : Build an intelligent personal assistant capable of managing tasks, and schedules, and providing personalized recommendations.
• Natural Language Processing Chatbot : Create a chatbot using NLP techniques for customer support, information retrieval, or language learning.
• Blockchain-Based Voting System : Develop a secure and transparent voting system using blockchain technology.
• Predictive Analytics for Disease Outbreaks : Create a predictive model to forecast disease outbreaks based on historical data and environmental factors.
• Augmented Reality Educational Apps : Design AR applications to enhance classroom learning experiences.
• E-commerce Recommendation Engine : Build a recommendation system that suggests products to users based on their preferences and browsing behavior.
• Social Media Sentiment Analysis : Develop a tool for sentiment analysis on social media data to gauge public opinion on various topics.
• Cybersecurity Solutions : Design and implement cybersecurity tools or protocols to protect data and networks from cyber threats.
• AI-Generated Art : Explore the intersection of art and AI by generating creative artworks using neural networks.
• Video Game Development : Create an original video game, from concept to playable prototype.

Business and Entrepreneurship Capstone Project Ideas

• Market Entry Strategy for a New Product : Analyze market trends and competition to develop an effective strategy for introducing a new product or service.
• Small Business Sustainability Plan : Develop a sustainability plan for a small business, focusing on reducing environmental impact and increasing profitability.
• Impact Investing Portfolio : Build a portfolio of impact investments, evaluating financial returns alongside social and environmental impact.
• E-commerce Business Optimization : Optimize an e-commerce business by improving website design , user experience, and marketing strategies.
• Startup Incubator : Establish a startup incubator program to support and mentor aspiring entrepreneurs in your community.
• Financial Literacy App : Create an educational app to improve financial literacy among young adults.
• Marketplace for Local Artisans : Develop an online platform to connect local artisans with customers interested in handmade products.
• Sustainable Tourism Initiative : Design a sustainable tourism program that preserves natural and cultural resources while boosting local economies.
• Food Delivery Service Optimization : Optimize food delivery services by reducing delivery times, costs, and environmental impact.
• Green Supply Chain Management : Develop a sustainable supply chain management strategy for a company to reduce waste and emissions.

Capstone Project Ideas In Health and Medicine

• Telemedicine Platform : Create a telemedicine platform that connects patients with healthcare providers for remote consultations.
• Medical Record Blockchain : Implement a blockchain-based system for secure and interoperable medical records.
• Personalized Nutrition App : Develop an app that offers personalized dietary recommendations based on users’ health data and goals.
• Mental Health Chat Support : Build an AI-driven chat support system for individuals seeking mental health assistance.
• Medical Imaging AI : Train AI algorithms to assist radiologists in diagnosing medical conditions from imaging data.
• Healthcare Data Analytics : Analyze healthcare data to identify trends, reduce costs, and improve patient outcomes.
• Health Monitoring Wearables : Design wearable devices that continuously monitor health parameters and provide real-time alerts.
• Biodegradable Medical Implants : Create biodegradable medical implants that reduce the need for additional surgeries.
• Nutraceutical Product Development : Develop innovative nutraceutical products with health benefits beyond basic nutrition.
• AI-Enhanced Drug Discovery : Use AI algorithms to accelerate drug discovery and development processes.

Environmental Science and Sustainability Capstone Projects

• Plastic Waste Reduction : Develop a solution to reduce plastic waste in oceans, rivers, or landfills.
• Carbon Footprint Tracker : Create an app that helps individuals and businesses track and reduce their carbon footprint.
• Renewable Energy Optimization : Optimize the efficiency and output of renewable energy sources like solar panels or wind turbines.
• Eco-Friendly Design : Design sustainable and biodegradable packaging design solutions for consumer products.
• Urban Green Spaces : Plan and implement green spaces within urban areas to improve air quality and biodiversity.
• Water Quality Monitoring System : Build a system that continuously monitors water quality in lakes, rivers, or reservoirs.
• Waste-to-Energy Conversion : Develop technologies to convert organic waste into renewable energy sources.
• Community Recycling Initiatives : Create a community-based recycling program to encourage responsible waste disposal.
• Climate Change Education Platform : Build an educational platform to raise awareness about climate change and its impacts.
• Bee Conservation : Develop strategies and technologies to support bee populations and pollination efforts.

topics for the capstone project In Social Sciences and Psychology

• Online Mental Health Support Community : Create an online platform where individuals can connect and provide emotional support to others.
• Behavioral Economics Study : Conduct experiments and research on how cognitive biases influence decision-making.
• Criminal Justice Reform Proposal : Develop a comprehensive proposal for criminal justice reform, addressing issues such as mass incarceration and police brutality.
• Homelessness Intervention Program : Design an intervention program to provide housing and support for homeless individuals.
• Youth Empowerment Workshops : Organize workshops and mentoring programs to empower disadvantaged youth.
• Cultural Heritage Preservation : Digitize and preserve cultural heritage through virtual museums and interactive exhibits.
• Domestic Violence Prevention : Create educational materials and campaigns to prevent domestic violence and support survivors.
• Human Rights Advocacy : Develop advocacy campaigns and platforms to raise awareness of human rights violations.
• Community Policing Initiatives : Implement community policing strategies to improve police-community relations.
• Elderly Care and Isolation Reduction : Develop programs and technologies to reduce social isolation among the elderly.

Capstone Project Ideas For High School

• Online Language Learning Platform : Build an interactive platform for learning languages through gamification and AI-driven lessons.
• STEM Education for Underprivileged Youth : Create STEM education programs for underserved communities to bridge the educational gap.
• EdTech Assessment Tools : Develop tools for educators to assess and track student progress effectively.
• Virtual Science Labs : Create virtual labs that allow students to conduct experiments and explore scientific concepts remotely.
• Digital Storytelling for Education : Design a platform that enables students and teachers to create interactive digital stories for learning.
• Interactive History Lessons : Develop immersive historical experiences through augmented or virtual reality.
• Financial Literacy Curriculum : Create a comprehensive financial literacy curriculum for high school students.
• Inclusive Educational Games : Design educational games that cater to diverse learning styles and abilities.
• Teacher Professional Development Platform : Build a platform that offers ongoing professional development resources for educators.
• Peer Tutoring Network : Establish a peer tutoring network where students can help each other in various subjects.

Art and Design Capstone Project Ideas

• Interactive Art Installations : Create interactive art installations that engage viewers and explore societal themes.
• Artificial Intelligence in Art : Explore the use of AI in generating, enhancing, or critiquing art.
• Wearable Art : Design wearable art pieces that incorporate technology or unconventional materials.
• Virtual Art Gallery : Create a virtual platform for artists to showcase their work and engage with a global audience.
• Sustainable Fashion Collection : Design a sustainable fashion collection using eco-friendly materials and ethical production methods.
• Digital Sculpture : Explore digital sculpting techniques and create 3D printed sculptures.
• Community Murals : Collaborate with a community to create public art murals that reflect its identity and values.
• Art Therapy Workshops : Organize art therapy workshops for individuals facing mental health challenges.
• Animated Short Film : Produce an animated short film that conveys a powerful message or story.
• Interactive Graphic Novels : Combine storytelling and interactivity in the form of digital graphic novels.

Capstone Project Ideas For Media and Communication

• Podcast Series on Social Issues : Create a podcast series that explores and discusses pressing social issues.
• Documentary on Cultural Heritage : Produce a documentary film highlighting the cultural heritage of a specific region or community.
• Virtual Reality Journalism : Use VR technology to deliver immersive news stories and experiences.
• Youth Empowerment Magazine : Launch a magazine dedicated to empowering and showcasing the talents of young individuals.
• Interactive Web Series : Develop an interactive web series where viewers can influence the storyline’s direction.
• Local News Aggregator App : Create an app that aggregates local news sources for easy access and community engagement.
• Digital Marketing Campaign : Plan and execute a digital marketing campaign for a nonprofit organization or local business.
• Social Media Analytics Tool : Build a tool that provides insights into social media trends and engagement metrics.
• Multilingual Translation Service : Create a platform that offers real-time multilingual translation services for video content.
• Sci-Fi Audio Drama : Produce a science fiction audio drama series with immersive soundscapes and storytelling.

Agriculture & Food Science Capstone Project Ideas

• Precision Agriculture Solutions : Develop technology and systems for precision farming to optimize crop yields.
• Food Traceability Platform : Create a blockchain-based platform for tracking the origin and journey of food products.
• Urban Vertical Farming : Design vertical farming systems for urban environments to promote local food production.
• Aquaponics Farming : Build an aquaponics system that combines fish farming with hydroponics for sustainable food production.
• Food Waste Reduction App : Develop an app that connects consumers with surplus food from restaurants and grocery stores .
• Plant-Based Meat Alternatives : Create innovative plant-based meat substitutes using novel ingredients and technologies.
• Smart Greenhouses : Design automated greenhouses with sensors and AI for optimal crop growth.
• Farm-to-Table Delivery Service : Establish a farm-to-table delivery service that connects consumers with local producers.
• Food Allergen Detection : Develop a portable device for detecting food allergens in real-time.
• Edible Insect Farming : Explore the feasibility of farming edible insects as a sustainable protein source.

Capstone Project Ideas For Architecture and Urban Planning

• Sustainable Housing Designs : Create architectural designs for eco-friendly and energy-efficient housing solutions.
• Public Space Redesign : Transform public spaces to improve accessibility, aesthetics, and functionality.
• Historical Building Restoration : Restore and preserve historical buildings while making them suitable for modern use.
• Disaster-Resilient Infrastructure : Design infrastructure and buildings that can withstand natural disasters.
• Affordable Housing Models : Develop innovative housing models to address affordable housing shortages in urban areas.
• Smart City Initiatives : Plan and implement smart city projects that enhance urban living through technology.
• Urban Mobility Solutions : Propose solutions to improve transportation and reduce traffic congestion in urban areas.
• Green Building Certification : Create a certification program for environmentally friendly construction practices.
• Community Garden Spaces : Design community gardens that promote urban agriculture and community engagement.
• Accessible Playgrounds : Create inclusive playgrounds designed for children of all abilities.

Music and Performing Arts Capstone Project Ideas

• Virtual Choir Performance : Coordinate and produce a virtual choir performance with participants from around the world.
• Music Therapy Program : Develop a music therapy program for individuals with cognitive, emotional, or physical challenges.
• Interactive Dance Performance : Create an interactive dance performance where the audience’s participation influences the choreography.
• Music Production Software : Design user-friendly software for music producers and musicians.
• Digital Artistic Collaborations : Collaborate with artists from different disciplines to create multimedia performances.
• Music Education App : Create an app that teaches music theory, composition, and instrument skills in an engaging way.
• Soundscapes for Healing : Design soothing soundscapes and environments for healthcare facilities and relaxation.
• Theatrical Set Design : Create innovative set designs for theater productions that challenge traditional norms.
• Film Score Composition : Compose original film scores that enhance storytelling and emotional impact.
• Street Art and Performance Festival : Organize a festival that celebrates street art, music, and live performances.

Capstone Project Ideas For Science and Astronomy

• Astrophotography Project : Capture and analyze stunning astronomical images using telescopes and cameras.
• Satellite Tracking Software : Develop software to track and predict the movements of satellites in Earth’s orbit.
• Space Colonization Simulation : Create a realistic simulation of a space colony, considering life support systems and sustainability.
• Citizen Science Initiative : Organize a project that encourages citizen scientists to contribute to scientific research.
• Mars Rover Simulation : Build a functional Mars rover prototype capable of navigating challenging terrain.
• Astronomy Education Planetarium : Establish a portable planetarium for educational outreach in schools and communities.
• Ocean Exploration Robot : Design a remotely operated underwater vehicle (ROV) for deep-sea exploration.
• Microgravity Experiments : Plan and execute experiments to investigate the effects of microgravity on various organisms and materials.
• Weather Prediction AI : Develop an AI system for more accurate and timely weather predictions.
• Interactive Science Museum Exhibit : Create an interactive exhibit that explains complex scientific concepts in a fun and engaging way.

best Capstone Project Ideas For Sports and Fitness

• Virtual Reality Sports Training : Develop VR simulations for sports training, enhancing skills and strategy.
• Sports Injury Prevention App : Create an app that helps athletes prevent injuries through personalized workouts and assessments.
• Sports Analytics Platform : Build a platform that provides in-depth analytics for improving team performance.
• Fitness Gamification : Design fitness games that motivate users to stay active and achieve their fitness goals.
• Accessible Sports Equipment : Create adaptive sports equipment to enable individuals with disabilities to participate in sports.
• Sports Nutrition App : Develop an app that offers personalized nutrition plans for athletes and fitness enthusiasts.
• E-sports Tournament Organizer : Organize and host e-sports tournaments for popular online games.
• Athlete Mental Health Support : Create a platform that offers mental health resources and support for athletes.
• Sports Event Management System : Design a comprehensive system for managing and promoting sports events.
• Sports Rehabilitation Tools : Develop innovative tools and devices for sports injury rehabilitation.

Great Capstone Projects For Psychology and Neuroscience

• Neurofeedback Training App : Create an app that provides neurofeedback training to improve cognitive functions and mental well-being.
• Memory Enhancement Game : Develop a game or app that enhances memory and cognitive skills.
• Stress Management App : Design an app that offers stress-reduction techniques, meditation, and relaxation exercises.
• Neuromarketing Research : Conduct neuromarketing studies to understand consumer behavior and preferences.
• Cognitive Rehabilitation Tools : Create tools and exercises to aid in the cognitive rehabilitation of individuals with brain injuries.
• Virtual Reality Exposure Therapy : Use VR technology to treat phobias, PTSD, and anxiety disorders through exposure therapy.
• Mindfulness and Meditation Platform : Build a platform that promotes mindfulness and meditation practices.
• Sleep Quality Monitoring Device : Develop a wearable device that monitors and improves sleep quality.
• Emotion Recognition Software : Create software that accurately recognizes and analyzes human emotions from facial expressions.
• Childhood Development Program : Design an early childhood development program that enhances cognitive, social, and emotional skills.

Capstone Project Ideas For Robotics and Automation

• Humanoid Robot Assistant : Build a humanoid robot capable of assisting humans in daily tasks.
• Robotics in Agriculture : Create robots for planting, harvesting, and monitoring crops in agricultural settings.
• Autonomous Delivery Vehicles : Develop self-driving vehicles for last-mile delivery of goods and packages.
• Robotics for Disaster Response : Design robots that can assist in search and rescue operations during natural disasters.
• Telepresence Robot : Build a telepresence robot for remote communication and interaction.
• Robotic Prosthetics : Develop advanced robotic prosthetic limbs with natural movement and sensory feedback.
• Underwater Exploration Robot : Create a remotely operated underwater robot for exploring deep-sea environments.
• Robotic Pet Companions : Design robots that provide companionship and support for individuals with disabilities or loneliness.
• AI-Powered Cleaning Robot : Build a smart cleaning robot that autonomously cleans homes or offices.
• Robotics Education Kits : Develop educational kits for teaching robotics and programming to students of all ages.

Interesting Capstone Project Ideas For Mathematics and Statistics

• Math Learning Game : Create an interactive game that makes learning mathematics fun and engaging for students.
• Statistical Analysis Software : Develop user-friendly software for statistical analysis and data visualization.
• Mathematical Modeling for Epidemiology : Build models to predict disease spread and evaluate intervention strategies.
• Cryptocurrency Price Prediction : Develop AI algorithms to predict cryptocurrency price movements.
• Interactive Geometry Visualization : Create tools that visualize geometric concepts to aid in learning.
• Number Theory Explorer : Design an interactive platform for exploring number theory concepts and conjectures.
• Math Assessment and Tutoring App : Build an app that assesses students’ math skills and provides personalized tutoring.
• Machine Learning for Financial Forecasting : Develop models for predicting stock prices, market trends, and financial risks.
• Graph Theory Applications : Explore practical applications of graph theory in various domains.
• Mathematical Puzzle Solver : Create a tool that solves complex mathematical puzzles and challenges.

Capstone Project Ideas For History and Archaeology

• Virtual Historical Tours : Develop virtual tours of historical sites, allowing users to explore ancient civilizations.
• Interactive Archaeological Digs : Create a digital experience that simulates archaeological excavations and artifact analysis.
• Historical Document Digitization : Digitize and preserve historical documents, manuscripts, and records.
• Ancient Language Translation Tool : Build a tool that translates ancient or extinct languages into modern languages.
• History-Based Educational Games : Develop educational games that immerse players in historical events and decision-making.
• Cultural Heritage Preservation : Collaborate with local communities to preserve and document their cultural heritage.
• Archaeological Site Reconstruction : Use 3D modeling to reconstruct and visualize ancient cities and structures.
• Oral History Collection : Record and archive oral histories from individuals with unique life experiences.
• Historical Costume Reproduction : Create historically accurate clothing replicas for museums and reenactments.
• Digital History Exhibits : Design digital exhibits that explore historical themes and narratives.

Good Capstone Project Ideas For Environmental Engineering

• Bioremediation of Contaminated Sites : Develop bioremediation strategies to clean up polluted soil and water.
• Waste-to-Energy Conversion : Investigate technologies for converting waste materials into renewable energy.
• Green Infrastructure Planning : Plan and design green infrastructure projects to manage stormwater and enhance urban ecosystems.
• Air Quality Monitoring Network : Create a network of air quality monitoring stations to track pollutants and inform public health decisions.
• Microplastics Detection : Develop tools for detecting and quantifying microplastics in aquatic environments.
• Environmental Impact Assessment : Conduct assessments of proposed development projects to evaluate their environmental impact.
• Habitat Restoration : Restore and rehabilitate natural habitats to support biodiversity conservation.
• Sustainable Water Management : Implement sustainable water management practices to conserve and protect freshwater resources.
• Renewable Energy Integration : Investigate methods for integrating renewable energy sources into existing power grids.
• Eco-Friendly Transportation Solutions : Develop and promote eco-friendly transportation options, such as electric vehicles and public transit.

Political Science and International Relations

• International Conflict Resolution Simulation : Create a simulation to model and explore diplomatic negotiations in international conflicts.
• Public Policy Analysis Tool : Develop a tool that assists policymakers in analyzing the potential impacts of policy decisions.
• Human Rights Database : Build a comprehensive database of human rights violations and abuses worldwide.
• Political Campaign Strategy Platform : Create a platform that helps political campaigns with voter outreach, data analysis, and messaging.
• Foreign Policy Simulator : Design a simulator that allows users to navigate complex international relations scenarios.
• Legislative Transparency App : Develop an app that provides transparency and updates on legislative activities.
• Political Participation Initiative : Organize programs and initiatives to encourage voter registration and civic engagement.
• Government Performance Assessment : Develop metrics and tools to assess the performance and efficiency of government agencies.
• Election Security Protocols : Propose and implement security measures to protect election integrity.
• Diplomatic Crisis Management : Create strategies and frameworks for managing diplomatic crises and conflicts.

Capstone Project Ideas For Geology and Earth Sciences

• Geological Hazard Prediction : Develop predictive models for earthquakes, volcanic eruptions, and landslides.
• Climate Change Impact Assessment : Assess the local impacts of climate change on ecosystems, agriculture, and communities.
• Geological Mapping Software : Create software for geological mapping and analysis of rock formations.
• Remote Sensing for Environmental Monitoring : Utilize satellite imagery and remote sensing data to monitor changes in the Earth’s surface.
• Mineral Exploration Algorithms : Develop algorithms to assist in the discovery of mineral deposits and resources.
• Geological Virtual Field Trips : Design virtual field trips that allow students and researchers to explore geological sites remotely.
• Geoheritage Conservation : Promote the preservation and recognition of geological heritage sites.
• Geothermal Energy Feasibility Study : Evaluate the potential for harnessing geothermal energy in specific regions.
• Hydrological Modeling : Create models to predict and manage water flow in river systems and watersheds.
• Geological Time Scale Interactive Tool : Develop an interactive tool for understanding and visualizing geological time periods.

Culinary Arts and Food Service

• Food Waste Reduction Program : Implement strategies to reduce food waste in commercial kitchens and restaurants.
• Gourmet Pop-Up Restaurant : Organize a pop-up restaurant featuring gourmet dishes and unique dining experiences.
• Culinary Innovation Lab : Establish a culinary lab for experimenting with new recipes, techniques, and ingredients.
• Farm-to-Table Cooking Classes : Offer cooking classes that teach participants how to prepare meals with local and seasonal ingredients.
• Sustainable Menu Design : Create sustainable menus for restaurants that emphasize locally sourced, eco-friendly ingredients.
• Culinary Tourism Promotion : Develop campaigns and materials to promote culinary tourism in a specific region.
• Food Allergy-Friendly Recipes : Create a collection of recipes tailored for individuals with food allergies or dietary restrictions.
• Food Photography and Styling : Explore the art of food photography and styling to create visually appealing dishes.
• Food History Research : Investigate the historical origins and evolution of specific dishes or culinary traditions.
• Cookbook for Sustainable Eating : Author a cookbook that focuses on sustainable and ethical eating choices.

Capstone Project Ideas For Literature and Writing

• Interactive Literature App : Design an app that allows users to interact with classic literature through immersive experiences.
• Creative Writing Workshop Series : Organize workshops and events to inspire creativity and improve writing skills.
• Digital Poetry Journal : Create an online platform for poets to share their work and engage with readers.
• Literary Analysis Tool : Develop software that assists in the analysis of literary texts and themes.
• Bilingual Literature Project : Translate and publish literature in multiple languages to promote cross-cultural understanding.
• Literary Podcast Series : Produce a podcast series that explores and discusses classic and contemporary literary works.
• Author’s Archive Preservation : Digitize and archive the works and writings of lesser-known authors.
• Interactive Storytelling Games : Design interactive games that allow players to influence the narrative and characters’ choices.
• Literary Magazine Publication : Launch a literary magazine to showcase the work of emerging writers and poets.
• Virtual Writing Retreats : Offer virtual writing retreats and workshops for aspiring authors.

Film and Media Production Capstone Projects

• Short Film on Social Issues : Produce a short film that raises awareness of important social issues.
• Interactive Web Series : Create an interactive web series where viewers can make decisions that impact the storyline.
• Film Production for Nonprofits : Collaborate with nonprofit organizations to produce promotional videos and documentaries.
• Virtual Reality Film : Develop a VR film experience that immerses viewers in a narrative or documentary.
• Film Score Composition : Compose original scores for films, enhancing the emotional impact of the story.
• Documentary Series on Environmental Conservation : Produce a documentary series highlighting efforts to protect the environment.
• Music Video Production : Direct and produce music videos for emerging artists and musicians.
• Film Festival Organization : Organize a film festival that showcases independent and international films.
• Stop-Motion Animation Project : Create a stop-motion animation film using innovative techniques and storytelling.
• Film Restoration and Preservation : Restore and preserve classic films to ensure they are accessible to future generations.

Top Capstone Project Ideas For Physics and Astronomy

• Particle Physics Experiments : Conduct experiments to explore subatomic particles and their interactions.
• Astrophysics Research : Investigate phenomena in the cosmos, such as black holes, neutron stars, and dark matter.
• Quantum Computing Algorithms : Develop algorithms and applications for quantum computers.
• Laser Technology Applications : Explore applications of laser technology in fields like communications, healthcare, and manufacturing.
• Astronomical Spectroscopy Analysis : Analyze astronomical spectra to gain insights into celestial objects.
• Physics Education App : Create an app that offers interactive physics simulations and educational materials.
• Advanced Materials for Energy Storage : Research and develop materials for more efficient energy storage devices.
• Nuclear Fusion Experiments : Participate in experiments related to nuclear fusion as a potential future energy source.
• Gravitational Wave Detection : Contribute to the detection and analysis of gravitational waves from cosmic events.
• Nanotechnology for Medicine : Investigate nanoscale materials and devices for medical applications.

Mechanical Engineering Capstone Project Ideas

• Biomimetic Robotics : Design robots inspired by nature, mimicking the movements and capabilities of animals.
• Renewable Energy Harvesting : Develop innovative methods for harnessing renewable energy from the environment.
• Mechanical Prosthetic Limbs : Create advanced prosthetic limbs with enhanced mobility and dexterity.
• Advanced Materials Testing : Conduct experiments to test the properties and durability of new materials.
• Mechanical System Optimization : Optimize mechanical systems to improve efficiency and reduce energy consumption.
• Aerospace Engineering Design : Design and prototype aerospace components or vehicles.
• Robotics for Elderly Care : Create robots that assist elderly individuals with daily tasks and companionship.
• Bioinspired Transportation : Design transportation systems inspired by natural organisms, such as birds and fish.
• Autonomous Underwater Vehicles : Build AUVs for underwater exploration, data collection, and marine research.
• Advanced Manufacturing Techniques : Explore cutting-edge manufacturing processes, such as 3D printing and nanomanufacturing.

Simple Capstone Project Ideas For Economics and Finance

• Economic Impact Assessment : Analyze the economic impact of policy changes, events, or investments.
• Financial Forecasting Models : Develop models for predicting financial trends, stock market movements, and economic indicators.
• Behavioral Economics Experiments : Conduct experiments to study how individuals make economic decisions.
• Economic Development Strategies : Propose strategies to promote economic growth in a specific region or community.
• Blockchain-Based Financial Services : Create blockchain solutions for secure and transparent financial transactions.
• Impact Investing Portfolio : Build a portfolio of investments that prioritize both financial returns and social impact.
• Financial Literacy Program : Develop educational programs and resources to improve financial literacy among different demographics.
• Cryptocurrency and Fintech : Research and innovate in the fields of cryptocurrency and financial technology.
• Healthcare Economics Analysis : Analyze the economic aspects of healthcare systems and policies.
• International Trade Simulation : Create a simulation to model international trade scenarios and trade agreements.
• Sustainable Finance Initiatives : Develop strategies and products that promote sustainable and ethical investment practices.

Conclusion – Capstone Project Ideas

So, these are the 271+ creative and senior capstone project ideas that span a wide range of disciplines. It provides ample inspiration for students looking to make a meaningful impact in their respective fields. Remember to choose a project that aligns with your interests and passions, as the journey toward completing a capstone project ideas can be a rewarding one. Good luck with your capstone project examples, and may it lead to innovative solutions and valuable contributions to your chosen field of study!

What is an example of a capstone project Ideas?

Capstone projects come in all shapes and sizes, including research papers, case studies, creative works, internships, and field placement projects.

Are capstone project Ideas hard?

Taking on a big, longer-term academic or professional project can be very challenging.

Do colleges look at capstone?

Many colleges and universities offer credit and/or placement for a qualifying score in AP Seminar, AP Research, or both.

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The Capstone Experience

About capstones.

Capstone are senior-level project courses that allow you to solve a substantial problem with knowledge gained from many areas in computer science and engineering. Students work in teams to define a problem, develop a solution, produce and demonstrate an artifact that solves the problem, and present their work. Class time focuses on the project design and implementation, but it may also include lectures on the practical application of advanced topics. Interdisciplinary projects that require interaction with other departments are encouraged.

A Capstone course is not simply an advanced course in a particular sub-area, nor is it an unstructured project course. A Capstone is designed to be a culmination of your learning, and a chance to develop and express many skills at once: For example, technical expertise and communication ability.

Capstone Goals

• Projects must be large enough to require teams of several students to work on over one quarter.
• Students must apply concepts from more than one sub-area of CSE (at the 300-level and above).
• The work must involve a substantial design effort.
• Students must present their work using formal oral presentations and written reports.
• Efforts must culminate in an interesting, working artifact.

Capstone Course List

Capstones 2023 - 2024.

• Taught by: Shwetak N. Patel
• Prerequisites: Either EE 271 or CSE 369; either CSE 466, EE 472, or CSE 474/EE 474
• Description: Capstone design experience. Prototype a substantial project mixing hardware, software, and communications. Focuses on embedded processors, programmable logic devices, and emerging platforms for the development of digital systems. Provides a comprehensive experience in specification, design, and management of contemporary embedded systems.
• Taught by: Tim Althoff
• Prerequisites: CSE 332 and CSE 312, and at least one of CSE 446, CSE 442, or CSE 344.
• Description: This Data Science Capstone focuses on the complete end-to-end process of data analysis performed with code: the iterative, and often exploratory, steps that analysts go through to turn data into results. Our focus is not limited to statistical modeling or machine learning, but rather the complete process, including transformation, exploration, modeling, and evaluation choices. Students will work in groups of four on a single project that will tie together and apply previous experiences from CSE 312, 332, 446, 442, 344, and other classes. Students are expected to already possess knowledge of appropriate machine learning, visualization and database methods, and will focus on independently applying those methods in the context of your project. There will therefore be limited lecture material in this course. Course staff will instead work closely with students to critique and advise on their group project. Students will experience the end-to-end data analysis process from transformation and exploration of data to modeling and evaluation. Your group will brainstorm on a project during the first week, before collaboratively exploring the data and implementing a complete data analysis workflow. This capstone course gives hands-on experience with selecting a data science question, and with crafting and evaluating a data science process to answer that question. question.

Winter 2024

• Taught by: Barbara Mones
• Prerequisites: CSE 458; CSE 459
• Description: Apply the knowledge gained in previous animation courses to produce a short animated film. Topics include scene planning, digital cinematography, creature and hard surface modeling, animatics and basics of character animation, and rendering techniques.
• Taught by: ECE
• Taught by: Zoran Popovic
• Prerequisites: CSE 351, 332 and ideally one 400-level course
• Description: TBA
• Taught by: Amy Zhang
• Prerequisites: None, but CSE 440 is strongly suggested
• Description: In this capstone course, students will work in groups to apply software engineering and system design skills they have learned over their four years in computer science towards building a novel social computing system to address a social challenge. We will follow a human-centered design process for groups to ideate, prototype, test, implement, and showcase their novel system. Along the way, students will gain a broad understanding of the current major pressing issues and state of the art of knowledge in social computing, while taking a critical lens toward social computing systems they use every day. Along with the capstone project, we will have readings, group discussions, reflections, and guest speakers working in social computing.
• Taught by: Maya Cakmak
• Prerequisites: Senior standing in CSE or permission of the instructor
• Description: The main goal of this course is to open up new career options in robotics for computer science and engineering students. To that end, the course will teach you the basics of robotics and give you implementation experience. You will learn to use libraries and tools within the most popular robot programming framework ROS (Robot Operating System). We will touch on robot motion, navigation, perception, planning, and interaction through mini-lectures, labs, and assignments, eventually integrating these components to create autonomous or semi-autonomous robotic functionalities. The project will give you team-work experience with large scale software integration and it will get you thinking about opportunities for using robots to address societal challenges.

Spring 2024

• Taught by: Sheng Wang

Prerequisites: CSE 312; CSE 331; CSE 332

• Description: Designs and implements a software tool or software analysis for an important problem in computational molecular biology.
• Taught by: Yoshi Kohno
• Prerequisites: CSE 484

Description: Student teams will be tasked with creating a computer security themed product. The work will progress from product conception to requirements to design to implementation to evaluation. Along the way, students will incorporate key computer security tools and practices, including threat modeling, penetration testing, and bug fixing. Examples include password managers, censorship resistance systems, and mobile payment systems.

• Taught by: Ira Kemelmacher-Shlizerman

Prerequisites: CSE 332, and at least 1, CSE 400 level course recommended

• Description: Virtual and Augmented reality are promising technologies that are certain to make an impact on the future of business and entertainment. In this capstone, students will work in small project teams to build applications and prototype systems using state of the art Virtual Reality (VR) and Augmented Reality (AR) technology. Seattle is a nexus of VR tech, with Oculus Research, Valve, Microsoft (hololens), Google (cardboard, jump), and teams in the area. We will be developing on the latest VR/AR headsets and platforms, and will bring in leading VR experts for lectures and to supervise student projects. Students will experience the end-to-end product cycle from design to deployment, and learn about VR/AR technology and applications. The capstone culminates in a highly anticipated demo day where the students demonstrate their creations to other students, faculty and industry luminaries. (See Video)
• Taught by: Noah Smith
• Prerequisites: 446 or 447 strongly recommended but not required
• Description: This class will provide students with an intensive 10-week experience in successfully completing a challenging, well-scoped research project. Participants will work in small groups (approximately 3 people in each group) to hone their technical skills to quickly absorb and adapt new technical knowledge, gain experience in complex programming, perform thorough experiments and analysis, and learn how to find a path when faced with negative results.
• Taught by: Simon Peter
• Prerequisites: CSE 451
• Description: This course is intended to give students a thorough understanding of design and implementation issues for modern operating systems. We will cover key design issues in implementing an operating system, such as memory management, inter-core synchronization, scheduling, protection, inter-process communication, device drivers, and file systems, paying particular attention to system designs that differ from the traditional monolithic arrangements of Unix/Linux and Windows.
• Taught by: Rajesh Rao
• Prerequisites: Senior standing in CSE or permission of the instructor.

Description: Design, build and present a prototype device or software tool that solves an important problem in neural engineering. Examples include interfaces based on combining AI with brain-, muscle-, and/or eye-tracking signals to control computers or robotic devices, virtual reality approaches to improving neural function, and machine learning-based software tools for analyzing large-scale neural data.

• Taught by: Steve Tanimoto
• Prerequisites: CSE 332 or instructor permission
• Description: Each team analyzes a wicked problem and develops a game that stimulates player engagement with the problem and approaches to solving it. Tools and techniques include Python, large language models, multiplayer supports, problem-solving theory from AI, formulation frameworks, simulation models, iterative design, Scrum-based agile development, and playtesting.
• Taught by: Richard Anderson
• Prerequisites: CSE 332; CSE 351; either CSE 331 or CSE 352
• Description: Students will work on a group project that makes use of Information and Communication Technologies (ICTs) to address global needs with an emphasis on developing countries. While ICTs are having an enormous impact on livelihoods worldwide, deployment environments vary dramatically based on available infrastructure and technologies accessible to people. Areas of projects could include: health information systems, data collection technologies, applications for basic mobile phones, user interface design for low literate populations, behavior change communication, voice based social networks, community cellular networks, open source projects for global good, low-cost smartphones, satellite image analysis or mobile financial services targeting domains including health, education, agriculture, finance, and livelihood.
• 5 credits (satisfies DIV requirement)

Capstones 2022 - 2023

• Description: Data analysis is a central activity for scientific research and is increasingly a critical part of decision making in government and business. However, producing reliable data analysis outcomes is challenging since the decisions made throughout the analysis process can dramatically affect the eventual outcome. This Data Science Capstone focuses on the complete end-to-end process of data analysis performed with code: the iterative, and often exploratory, steps that analysts go through to turn data into results. Our focus is not limited to statistical modeling or machine learning, but rather the complete process, including transformation, exploration, modeling, and evaluation choices. Students will work in groups of four on a single project that will tie together and apply previous experiences from CSE 312, 332, 446, 442, 344, and other classes. Students are expected to already possess knowledge of appropriate machine learning, visualization and database methods, and will focus on independently applying those methods in the context of your project. There will therefore be limited lecture material in this course. Course staff will instead work closely with students to critique and advise on their group project. Students will experience the end-to-end data analysis process from transformation and exploration of data to modeling and evaluation. Your group will brainstorm on a project during the first week, before collaboratively exploring the data and implementing a complete data analysis workflow. This capstone course gives hands-on experience with selecting a data science question, and with crafting and evaluating a data science process to answer that question. question.

Winter 2023

• Taught by: ECE Department
• Taught by: Haduong
• Prerequisites: CSE 351, 332 and ideally one 400
• Description: Coming soon...
• Taught by: Roesner

Spring 2023

• Taught by: Wang
• Taught by: Zhang
• Prerequisites: TBD
• Taught by: Cakmak
• Explain basics of robot navigation, perception, planning, interaction;
• Enumerate challenging problems in robotics;
• Use important tools in ROS, contribute to ROS, find available packages in ROS;
• Operate a robot platform using ROS tools;
• Articulate the importance of interface design and robustness of functionalities in robotics.
• Taught by: N. Smith
• Prerequisites: none listed
• Taught by: S. Peter
• Taught by: Shyam Gollakota
• Prerequisites: None
• Description: Create cool and interesting projects where you get to use various mobile systems and networking technologies. The capstone will include background material on Android programming, networking as well as how various sensors like GPS, IMU, acoustic work to enable tracking, localization, augmented reality and ranging applications. This class will provide students with an intensive 10-week experience in successfully completing an intellectually-exciting project in mobile systems and networking. Participants will work in small groups to learn new technical skills to quickly absorb and adapt new technical knowledge, gain experience in mobile programming and networking, implement their ideas on mobile devices and perform thorough experiments and analysis. Other than programming, no prerequisites are required.
• Taught by: R. Anderson
• Description: Students will work on group project that use of Information and Communication Technologies (ICTs) to address global needs with an emphasis on developing countries. While ICTs are having an enormous impact on livelihoods worldwide, deployment environments vary dramatically based on available infrastructure and technologies accessible to people. Areas of projects could include: health information systems, data collection technologies, applications for basic mobile phones, user interface design for low literate populations, behavior change communication, voice based social networks, community cellular networks, open source projects for global good, low-cost smartphones, satellite image analysis or mobile financial services targeting domains including health, education, agriculture, finance, and livelihood.

Capstones 2021 - 2022

• Taught by: Patel,Shwetak N.
• Taught by: Althoff
• Description: Student teams design and implement a software project involving multiple areas of the CSE curriculum. Course emphasizes the development process, rather than the product.
• Taught by: Heimerl
• Prerequisites: Recommended: HCI (440) or Operating Systems (451) or Networks (461)
• Description: Public Interest Technology Capstone Experience. Develop tools and technologies in partnership with communities around Seattle and Tacoma that assist in small organizations running Internet access networks. Focus on core network development as well as HCI and user-facing systems. Provides a comprehensive experience designing, building, and deploying technology in the real world with the goal of doing social good.

Winter 2022

• Taught by: E.E.
• Description: coming soon...
• Taught by: Anderson, Richard
• Prerequisites: CSE 351 and 332

Spring 2022

• Taught by: Kohno
• Taught by: Popovic
• Taught by: Reinecke
• Description: Students will work in groups of three or four on a single project that parallels the experience of delivering an interactive prototype within a company or with a customer. Students are expected to already possess knowledge of appropriate HCI methods, and will focus on independently applying those methods in the context of your project. There will therefore be little lecture material in this course. Course staff will instead work closely with students to critique and advise on their group project. Students will experience the end-to-end product cycle from design to deployment.
• (1) an ability to identify, formulate, and solve complex engineering problems by applying principles of engineering, science, and mathematics
• (2) an ability to apply engineering design to produce solutions that meet specified needs with consideration of public health, safety, and welfare, as well as global, cultural, social, , and economic factors
• (3) an ability to communicate effectively with a range of audiences
• (4) an ability to recognize ethical and professional responsibilities in engineering situations and make informed judgments, which must consider the impact of engineering solutions in global, economic, environmental, and societal contexts
• (5) an ability to function effectively on a team whose members together provide leadership, create a collaborative and inclusive environment, establish goals, plan tasks, and meet objectives
• (6) an ability to develop and conduct appropriate experimentation, analyze and interpret data, and use engineering judgment to draw conclusions
• (7) an ability to acquire and apply new knowledge as needed, using appropriate learning strategies
• Description: Students work in substantial teams to design, implement, and release a software project involving multiple areas of the CSE curriculum. Emphasis is placed on the development process itself, rather than on the product. Teams are expected to develop a work plan, and to track and document their progress against it.

Capstones 2020 - 2021

CSE/EE 475: Embedded Systems (Taught by CSE) - Bruce Hemingway

Prereq: CSE 369 and 474

CSE 481DS: Data Science Capstone - Tim Althoff

Pre-req: CSE 332, 312 and one of (446, 442, 344)

Description: Data analysis is a central activity for scientific research and is increasingly a critical part of decision making in government and business. However, producing reliable data analysis outcomes is challenging since the decisions made throughout the analysis process can dramatically affect the eventual outcome. The Data Science Capstone focuses on the complete end-to-end process of data analysis performed with code: the iterative, and often exploratory, steps that analysts go through to turn data into results. Our focus is not limited to statistical modeling or machine learning, but rather the complete process, including transformation, exploration, modeling, and evaluation choices. Students will work in groups of three or four on a single project that will tie together and apply previous experiences from CSE 312, 332, 446, 442, 344, and other classes. Students are expected to already possess knowledge of appropriate machine learning, visualization and database methods, and will focus on independently applying those methods in the context of your project. There will therefore be little lecture material in this course. Course staff will instead work closely with students to critique and advise on their group project. Students will experience the end-to-end data analysis process from transformation and exploration of data to modeling and evaluation. Your group will brainstorm on a project during the first week, before collaboratively exploring the data and implementing a complete data analysis workflow. This capstone course gives hands-on experience with selecting a data science question, and with crafting and evaluating a data science process to answer that question. CSE students should have completed CSE 332 and CSE 312, and at least one of CSE 446, CSE 442, or CSE 344. There are no other requirements for participating in this capstone class.

Winter 2021

CSE 460: Animation Capstone - Barbara Mones (Note: requires application and admission in summer)

CSE/EE 475: Embedded Systems Capstone - ECE Faculty

CSE 481i: Sound and Media Capstone - Bruce Hemingway

• Pre-req: CSE 351, 332 and ideally one 400

Description: This capstone will build projects utilizing computer audio and video techniques for human interfacing, sound and video recording and playback, encoding and decoding, synchronization, sound synthesis, recognition, and analysis/resynthesis. Projects may contain any types of media. Students will work in teams to design, implement, and release a software project utilizing some of the techniques such as those in the links below.

We have two Oculus-VR development kits , two Tobii EyeX Eye-tracking Controllers , and 15 Leap Motion controllers for use in building musical/audio/media interfaces. We also have three Nvidia Jetson TX1 Developer Kit s for high-performance Deep Neural Network learning and computer vision.

CSE 481 S: Security Capstone - Kohno

Prereq: CSE 484 (CE students graduating in fall who have not completed 484, please send email asap to [email protected] )

CSE 482: Accessibility Capstone - Anat Caspi

Prereq: (recommended) CSE 490 D, (recommended) CSE440

Notes: This course has a DIV designation and fulfills the diversity requirement

Description: Accessibility is quickly emerging as a leading consideration for product design and engineering. Disability is part of the human condition – almost everyone will be temporarily or permanently impaired at some point in life, and those who survive to old age will experience increasing difficulties. Disability is complex and heterogeneous, and the technological interventions to accommodate different abilities are wide ranging and vary with context. Many familiar technologies like voice recognition, text-to-speech, and gaze detection were initially engineered to assist people with disabilities gain more access and increase participation in daily life. Students will work in interdisciplinary project teams that include community members with expertise on project needs. Groups will follow participatory design practices and apply design and engineering skills to create technology solutions that increase independence and improve quality of life for people of all abilities. Teams will complete one end-to-end product iteration cycle: ideation, design, specification refinement, prototype and usability testing  

Spring 2021

CSE 428 A: Computational Biology Capstone

Description: Designs and implements a software tool or software analysis for an important problem in computational molecular biology. 

CSE/EE 475 A: Embedded Systems Capstone - ECE Faculty

CSE 481 C: Neural Engineering Capstone - Rajesh Rao

Prerequisites: (Recommended) CSE 490N, (Recommended) CSE 446 or CSE 473

CSE 481 D: Games Capstone - Zoran Popovic

CSE 481 H: HCI Capstone - Reinecke

• Students will work in groups of three or four on a single project that parallels the experience of delivering an interactive prototype within a company or with a customer. Students are expected to already possess knowledge of appropriate HCI methods, and will focus on independently applying those methods in the context of your project. There will therefore be little lecture material in this course. Course staff will instead work closely with students to critique and advise on their group project. Students will experience the end-to-end product cycle from design to deployment.
• CSE 481 N: Natural Language Processing Capstone - Noah Smith
• Prereq: CSE 447, CSE446 (ML) is recommended
• Description : Algorithms that deal with text or speech, either as inputs as outputs, are increasingly part of our everyday lives.  Systems that translate accurately between languages, read many documents and summarize or answer questions about them, and even hold conversations with us, are on the horizon. Successfully designing and implementing such systems requires understanding and integration of ideas from linguistics, statistics, and computation, and testing them rigorously requires a strong grasp of experimental methodology.  This capstone course gives hands-on experience with selecting a natural language processing problem and with crafting and evaluating a solution.

CSE 481 V : Virtual and Augmented Reality - Ira Kemelmacher-Shlizerman

Description: Virtual and Augmented reality are promising technologies that are certain to make an impact on the future of business and entertainment. In this capstone, students will work in small project teams to build applications and prototype systems using state of the art Virtual Reality (VR) and Augmented Reality (AR) technology.  Seattle is a nexus of VR tech, with Oculus Research, Valve, Microsoft (hololens), Google (cardboard, jump), and teams in the area.  We will be developing on the latest VR/AR headsets and platforms, and will bring in leading VR experts for lectures and to supervise student projects.  Students will experience the  end-to-end product cycle from design to deployment, and learn about VR/AR technology and applications. The capstone culminates in a highly anticipated demo day where the students demonstrate their creations to other students, faculty and industry luminaries. ( See Video )

• CSE 482 K: Technology for Resource Constrained Environments - Richard Anderson
• Prereqs: CSE 351 and 332
• Description:  Students will work on group project that use of Information and Communication Technologies (ICTs) to address global needs with an emphasis on developing countries.  While ICTs are having an enormous impact on livelihoods worldwide, deployment environments vary dramatically based on available infrastructure and technologies accessible to people.    Areas of projects could include: health information systems,  data collection technologies,  applications for basic mobile phones,  user interface design for low literate populations,  behavior change communication, voice based social networks, community cellular networks,  open source projects for global good, low-cost smartphones, satellite image analysis or mobile financial services targeting domains including health, education, agriculture, finance, and livelihood.   

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Capstone Project

Gain real-world expertise to become an information systems leader

Take a deep dive to solve an actual business challenge with the MS in Information Systems Capstone Project (BUS-S546). It’s an opportunity to put into practice all you’ve learned in the MSIS program and get firsthand business experience collaborating with a corporate partner.

What benefits of experiential learning are unique to the Kelley MSIS degree?

The knowledge you gain through the MSIS program and the Capstone Project prepares you to add value to any organization on day one. A key component of the MSIS degree, this one-semester team project will develop your ability to:

• Consult with a corporate client to address a business challenge
• Design and build a system to provide your client with solutions
• Engage in all the cycles of typical system development
• Interview client personnel and potential system users
• Conduct market research
• Develop a system design that includes a human interface component
• Translate client needs into a requirements document
• Build a working prototype appropriate for implementation and testing

See how MSIS students are developing fundamental skills through real work for top companies

MSIS students, Kelley faculty, and employers talk about the value of the MSIS Capstone Project and how it transforms a student’s career readiness.

“The MSIS program at Kelley had the perfect set of coursework designed with learning opportunities—case competitions and capstone projects—that enabled me to work on real-world IT problems with major companies.”

Mihir Borkar, MSIS’18

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7. Mapping Out your Capstone Project

Learning Objectives

By the end of this chapter, you will be able to:

• Explain how visual mapping can be used to organize knowledge and structure for your capstone project.
• Compare and contrast Logic Models and Concept Maps
• Explain how Problem Tree and Root Cause analyses can help you better understand identified problems, issues, or needs and develop methods for addressing them.
• Utilize a SWOT analysis for strategic planning of the capstone process.

This chapter focuses on visual mapping tools that can help you plan and implement your capstone project.  The purpose of Logic Models and Concept Mapping in relation to capstone projects are explained.  Problem Tree and Root Cause analyses are described in the context of identifying and planning for capstone project development.  Strength, Weakness, Opportunities, and Threats (SWOT) Analysis, as a strategic planning model for capstone development, is also discussed.

Introduction

Visual mapping, as a capstone planning tool,  is an excellent way to organize knowledge that can help you to structure, address,  and systematically approach your capstone topic.  A Logic Model is a graphic depiction, or road map, that presents the shared relationships among resources, activities, outputs, and outcomes/impacts of your capstone project’s activities.  The intended effect of a Logic Model is the “if-then” relationship among the project’s elements (Centers for Disease Control and Prevention [CDC], 2018).  Concept mapping is a useful tool that can be used to define your theoretical framework and to visually display how it is applied to your literature review (Grant & Osanloo, 2016).  Problem Tree analysis, also referred to as Situational analysis, can be used for project planning.  Problem Tree analysis can help you find solutions to an identified problem, issue, or need by mapping out the anatomy of the cause and effect (Luma Institute, 2021).  Root Cause analysis can be used to discover the root causes of a problem, issue, or need to identify appropriate solutions (Guavera, 2018).  Finally, a SWOT  Analysis is a dynamic planning model that can be used to plot out a future course for your capstone project by acting on strengths, while minimizing associated risks.  It is important for students to develop knowledge and skills with visual mapping models and techniques in order to enhance their capstone project planning and development.

Logic Models

Logic Models provide a visual representation of an entire program in a flow chart format. Logic Models are a systematic and visual way to present and share your understanding of the relationships among the resources you have compiled to conduct your capstone project, the activities planned for implementation, and the anticipated changes or results from project/program implementation.

Components of a Logic Model

Logic models can focus on any level of a program:  the entire organization, one of its component departments or programs, or just specific parts of a department or a program.  Although logic models differ widely in format and level of detail, the following key terms should be considered in its development (Refer to Table 7.1:  Key Terms Used in Logic Models)

Table 7.1:  Key Terms Used in Logic Models

Sources:  Centers for Disease Control and Prevention [CDC]. (2018, December 12). Framework step 2 checklist . Centers for

Disease Control and Prevention. Retrieved September 18, 2022, from https://www.cdc.gov/evaluation/steps/step2/index.htm; Doll, J. D. (2010). Program development and grant writing in Occupational therapy: Making the connection . Jones and Bartlett Publishers. (Refer to Appendix 7.A:  Sample Logic Model:  Community-Based Diabetes Prevention Program).

Concept Mapping

Concept mapping is a useful tool that can be used to define your theoretical framework and to visually display how it is applied to your capstone project’s literature review.  Basically, concept mapping is a process for representing and organizing ideas using pictures. The goal of a concept map is to simplify complex concepts using circles, boxes, and/or other shapes that are linked with arrows carrying explanatory legends that depict pictorial connections between ideas (Grant & Osonloo, 2016).

A concept map offers you an instrument to draw a plan for how you will approach your capstone project within a specific theoretical framework.  First, you should review literature and organize key issues of interest related to your topic.  These are the foundational concepts that support your chosen theory.  Next, arrange your ideas in a hierarchical, logical structure.  You can start with general ideas and funnel your thinking down to more specific, related topics and ideas.  Each idea should have a clear purpose and significance in relation to the aggregate topic.  Readers of your capstone project should begin to see a clear picture of your ideas by previewing the organization and identification of your key topics.  Visual arrows and connectors should provide insight into how concepts are aligned and connected and illustrate the flow of ideas.  Lastly, frame out your entire map with your theoretical framework and your PIO/PICO question (Grant & Osonloo, 2016).  Concept maps will help you write a clear literature review in an organized manner that is aligned with your chosen theoretical framework (Refer to Table 7.2:  Items to be Included in a Literature Review Rooted in Theory).

Table 7.2:  Items to be Included in a Literature Review Rooted in Theory

Source:  Grant, C. & Osanloo, A. (2016). Understanding, selecting, and integrating a theoretical framework in dissertation research: Creating the blueprint for your “house”. Administrative issues journal: connecting education, practice, and research ,  4 (2),7.

The ability to construct a concept map illustrates two essential properties of understanding:  the representation and the organization of ideas.  A holistic view of your developing concept map will allow you to view concepts that may or may not fit with your theoretical framework.  Your capstone instructors, and mentor can help you evaluate the feasibility of the theory, plan, and approach to your capstone project (Grant & Osonloo, 2016). (Refer to Appendix 7.B:  Sample Concept Map:  Person-Environment-Occupation Model).

Problem-Tree Analysis

Problem Tree Analysis provides a template for mapping causes and effects to better understand the chain of connected circumstances that led to a current issue, problem, or need.  Using the tree as a metaphor, you separate the causes (roots) from the effects (branches) of a central issue (trunk).  Problem Tree Analysis provides a structured way for you to identify concerns, discern causes from symptoms, and potentially frame problem statements in a clear manner.  Problem Tree Analysis can help you:

• untangle complex problems
• reveal various causes and effects
• build a shared understanding
• provide a direction for problem-solving

Problem Tree Analysis, which is also known as a Situational analysis or Problem analysis is central in many forms of project and program planning (Luma Institute, 2021).   (Refer to Table 7.3:  Advantages of Problem Tree Analysis).

Table 7.3:  Advantages of Problem Tree Analysis

Source:  Planning tools: Problem tree analysis . ODI. (2014, June 27). Retrieved September 18, 2022, from https://odi.org/en/publications/planning-tools-problem-tree-analysis/  (Refer to Appendix 7.C:  Sample Problem Tree Analysis:  Pediatric HIV)

Root Cause Analysis

Root cause analysis (RCA) is the process of discovering the root causes of problems to identify appropriate solutions.  RCA assumes that it is much more effective to systematically prevent and solve for underlying issues rather than just treating unplanned symptoms and putting out fires.  RCA can be performed with a collection of principles, techniques, and methodologies that can all be leveraged to identify the root cause of an event or trend.  Looking beyond superficial cause and effect, RCA can show where processes or systems failed or caused an issue, problem, or need in the first place. Identifying the root causes of a problem, issue, or need helps in developing more effective strategies to overcome it (Guavera, 2022).  There are three basic types of root causes that can have a potential impact on a problem, need, issue, or event:

• Physical causes
• Human causes
• Organizational causes

The first goal of RCA is to discover the root cause of a problem, issue, need, or event.  The second goal is to fully understand how to fix, compensate, or to learn from any underlying issues within the root cause. The third goal is to apply what we learn from this analysis to systematically prevent future issues or to repeat successes ( Root cause analysis explained: Definition, examples, and methods . Tableau, n.d.).

There are several core principles that guide effective root cause analysis, some of which may be readily apparent while others may not (Refer to Table 7.4:  Core Principles of Root Causes Analysis).

Table 7.4:  Core Principles of Root Cause Analysis

Source:  Root cause analysis explained: Definition, examples, and methods . Tableau. (n.d.). Retrieved September 18, 2022, from https://www.tableau.com/learn/articles/root-cause-analysis

It should be noted that RCA is not a one-size fits all methodology.  Rather, there are many tools, processes, and techniques that can be used in conducting in  RCAs.  Regardless of the technique chosen, the process for Root Cause Analysis remains the same (Refer to Table 7.5:  Root Cause Analysis Process).

It should be noted that RCA is not a one-size fits all methodology.  Rather, there are many tools, processes, and techniques that can be used in conducting in  RCAs.  Regardless of the technique chosen, the process for Root Cause Analysis remains the same (Refer to Table 7.5:  Root Cause Analysis Process)

Table 7.5:  Root Cause Analysis Process

Source:  Guevara, P. (2022, August 12). Root cause analysis: Definition and examples . SafetyCulture. Retrieved September 18, 2022, from https://safetyculture.com/topics/root-cause-analysis/(Refer to Appendix 7.D:  Sample Root Cause Analysis:  Fall-Related Injuries on Behavioral Health Unit)

Strengths, Weaknesses, Opportunities, and Threats (SWOT) Analysis

A SWOT analysis is a high-level strategic planning model that helps organizations, programs, and/or other entities identify where they are doing well and where they can improve from both an internal and external perspective. A SWOT analysis can help you evaluate your business, program, or other entity by considering multiple factors:

• Strengths and weaknesses (represented as internal factors). Internal factors are considered things that can be controlled.  Examples include team members, program content, and geographical location.
• Opportunities and threats (represented as external factors). External factors are considered things that cannot be controlled.  Examples include policies and regulations, economic trends, and competitors.

Students can use a SWOT analysis to plot out a future course for their capstone project that will focus on project strengths while minimizing risks.  Insights you glean resulting from your SWOT analysis should be used constructively as part of the capstone planning process (Jackson, 2022).

How to Do a SWOT Analysis

Undertaking a SWOT analysis requires planning and organization.  The following steps will take you through the process:

• Step 1: Create a SWOT Matrix (Refer to Figure 7.1:  Sample SWOT Matrix)

Figure 7.1:  Sample SWOT Matrix

• Step 2: Consider including community, program, and capstone project stakeholders.  Including stakeholders input in a SWOT analysis can provide more insight as different perspectives can be considered (Jackson, 2022).
• Step 3: Lists your strengths
• Step 4: List your weaknesses
• Step 5: Identify your opportunities
• Step 6: Identify your potential threats
• Step 7: Examine your Matrix for connections

A SWOT analysis can help you with strategic planning for your capstone project and program development.  This tool can help you define objectives, create priority initiatives to help make them a reality.  Subsequently, a SWOT analysis can help you to identify measures that help to ensure that your capstone project is unfolding optimally (Refer to Appendix 7.E:  Sample SWOT Analysis for a Hospital).

Logic models can be a valuable method for establishing capstone program planning, an implementation plan, and the outcomes or changes you hope to achieve (Doll, 2010).  A concept map is an attempt to make explicit your program’s connection with theory so that it can be reviewed by others. While concepts maps provide a visual representation of how you will approach your capstone project in the context of a specified theoretical framework, logic models provide a graphic depiction that presents the shared relationships among the resources, activities, outcomes, and outcomes/impacts of your capstone project’s identified need, problem, or issue.  Problem Tree and Root Cause Analyses can help you with your capstone project by identifying how to approach a recognized problem, need, or issue.  Finally, a SWOT analysis can be used to evaluate your capstone project by considering multiple internal and external factors that can facilitate effective program development while minimizing risks.

Glynn has continued to meet with their mentor, capstone instructor(s), the institution’s statistician, and librarians.

The guiding theory for Glynn’s research-based capstone project is the Diffusion of Innovations.  After performing a literature search to specifically gain more information about this theory, Glynn created the following:

Appendix 7.E:   Sample SWOT Analysis for a Hospital

Optimizing Your Capstone Experience: A Guidebook for Allied Health Professionals Copyright © 2023 by Virginia E. Koenig is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License , except where otherwise noted.

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• List of Capstone Project Titles for Information Technology

Table of Contents

School and Education Category – Importance of IT in Education

Business and accounting category – it in the business world, hotel and tourism category – impact of it systems in hotel industry, health-related capstone project – effect of it on the healthcare sector.

• Vehicle and Transportation Category – Benefits of IT in Vehicle and Transportation
• Crime and Disaster Management Category – Use of ICT in Crime and Disaster Management
• Government Sector Related Capstone Project – IT Solutions for Government Agencies/Sector
• Agriculture Related Capstone Project – IT Innovation for Agriculture

This article is a collection of Capstone Project ideas presented by our team. The capstone projects listed below are categorized based on their relation to various operating sectors and industries. The article’s content might help future researchers coming up with unique capstone project ideas.

The most crucial and first step in your capstone project journey as a student or researcher is to choose a topic. It is possible to fail if you choose a topic without giving it much thought. To begin, ensure that you are truly interested in the issue and that you are confident that the research part will never bore you. Second, make sure it’s in line with your curriculum and offers you the opportunity to demonstrate what you’ve learned in class to your teacher and it can be utilized in the real world. Listed below are categorized capstone project title ideas that may help future researchers.

The educational sector has undeniably been infused with an abundance of resources and a platform for flexible learning processes and teaching methods thanks to information technology. It’s become even more vital now that we’re amid the COVID-19 pandemic, which is limiting our regular educational system and face-to-face sessions. As of today, flexible learning and new learning modalities were introduced by the means of technology as an aid to continuing the learning process even at home. IT is critical in education because it has paved the way for significant improvement and transformation in the sector.

Technology has significantly benefited the students, teachers, other stakeholders, and educational institutions as a whole. For students, technology has provided them with countless online resources where they can access information and learning materials easily and conveniently. They can learn independently by searching educational resources, enroll in online courses and other learning processes that technology can offer. For teachers, technology has become their aid in providing education to students. Technology allows them to have flexible teaching methods wherein they can extend education to students even without physical interactions. Technology has eased up and simplified the activities and tasks of teachers by providing then different computerized systems and applications. They can use technology to electronically conduct lessons, track student progress, checking attendance, and much more. For other school stakeholders, they can now easily complete transactions in school in a hassle-free manner. For an educational institution as a whole, technology has played an important part in fueling them with resources and platforms to conveniently manage school’s management areas and services. Indeed, Information Technology is essential in education.

Listed below are interesting Capstone project ideas under School and Education Category that our team provided:

• Online E-Learning System
• OJT Timesheet Monitoring System
• Online Examination System
• Student Tracking Performance
• Library Information System
• Student Information System
• Student Handbook Application
• Thesis and Capstone Archiving System
• School Portal Application
• School Events Attendance System
• Grading System
• Student Profile and Guidance Services with Decision Support
• Faculty Evaluation System
• Online School Documents Processing with Payment System
• Class Scheduling System
• Student Council Voting System
• Android Based E-learning
• OJT Records Monitoring System

Information Technology has transformed the business world and its use in streamlining business operations is widely visible. Different software, computerized systems, and applications streamline different business activities and tasks. Information Technology in the business world is ultimately to help the business be more efficient and productive.

IT in business plays a variety of roles, including but not limited to providing businesses with the tools to solve complex problems, assisting businesses in becoming more productive and time-efficient, allowing businesses to make better decisions, advancing marketing strategies, safeguarding data and troubleshooting, streamlining communication systems, and streamlining information systems. Information technology is, without a doubt, the driving force behind the tremendous advancements in the commercial world.

Below are examples of capstone project ideas presented by our team that are under the Business and Accounting Category:

• Sales and Inventory System
• Point of Sale Application
• Boarding House Management System
• COOP Management System
• Insurance Management System
• Beauty Parlor Management System
• Daily Time Record and Payroll System with Barcode/Biometric
• Budget Management System
• Queuing System
• Financial Management with SMS Notification
• Procurement Management System
• Financial Documents Archiving Management System
• Teller’s Queuing System Using Barcode Technology
• Service Marketplace System
• Tailor Booking Management System
• Expense Tracking and Monitoring System
• Loan Transaction and Reservation with SMS
• Accounting Information Management System
• Food Order and Catering Services System
• Online and SMS Based Salary Notification
• Pharmacy Stocks Management
• Laundry Booking System

Today’s tough competition in the Hotel industry has seriously challenged hotel businesses and tourism. However, with the usage of information technology, different hotel businesses have gained a competitive advantage to excel in the market. Technological innovations help hotel owners cope up with the fast-growing competition in the hotel industry. Hotels adapt the use of computerized systems and applications to automate the processes of their transactions and services offered. Different technologies have emerged and transitioned the way how hotel industry operates and conducts business. The impact of IT systems has fueled the hotel industry towards development and improvements.

The hotel sector has benefited from technology in a variety of ways, including cost reduction, increased operational efficiency, and improved services and customer experience. Improved communication, reservations, and guest service systems can benefit both customers and businesses. The tourism and hospitality industries have benefited from electronic labor to replace pricey human labor. This not only helps to save money on labor but also helps to avoid customer service concerns. The hotel and tourism industries continue to benefit from technology in a variety of ways. The use of technology in the hospitality and tourism industries has helped to streamline operations and make travel more comfortable and efficient.

Listed below are examples of capstone project ideas for the Hotel and Tourism Category by our team:

• Hotel Reservation Application
• Tourism Management Database System
• Management Information Systems for Tourism and Hospitality
• Hotel And Restaurant Management And Monitoring System with SMS Support
• Mobile Based Tourist Destination Information
• Hotel Best Prices Mobile Application
• Hospitality Information System
• Cloud-Based Property and Hospitality Management
• Hotel Booking App For Smart Travel
• Point of Sale (PoS) System used in the Hotel Industry
• BrowseHotel: Hotel Hopping using Mobile Devices
• Transaction Processing System in Hotel and Restaurant
• Travel Destination and Events Portal Capstone Project
• Property Management Information System
• Hotels and Vacation Rentals

Technological advancements have made what was once unimaginable and a mere fantasy into reality. Information Technology is the driving force behind the significant changes and improvements in the healthcare sector. The deployment of different health technologies has saved numerous patients and improved healthcare services and operations immensely.

IT have have brought numerous positive effects on the healthcare care sector such as easier access to information, better patient care, and improved operational efficiency and services. One of the biggest benefits that IT has offered in the healthcare sector is the automation of different tasks and activities in the healthcare field. Hospital and patients records are now available electronically which makes them highly accessible and available. Hospitals will not heavily rely on Manual recording and physical storage anymore. Providing quality healthcare and better patient care has also become an easy and simpler task. There are numbers of health devices that made it easy to track and monitor a patient’s health anytime and anywhere.

The following Health-Related capstone project ideas below are provided by our team:

• COVID-19 Facilities Information System
• Contact Tracing Application
• Nutrition and Diet Mobile Application
• Gym Management System
• Android Based Fitness and Exercise App
• Web and Mobile Based Information of Herbal Plants and Medicinal Usages
• Medicine Reminder Application
• Blood Bank Information System
• Mobile Based Common Ailment Guide with Admin Panel
• Health and Welfare Monitoring System
• Web-Based Psychopathology Diagnosis System
• Online Platform for Patient Dental and Medical Records
• Clinic Management System
• Mobile Based E-Prescribing App with Admin Panel
• Mask Wearing Monitoring Application
• Patient monitoring and tracking system of family planning in the community
• Nutrition Office Management Information System
• Online Platform for COVID-19 Contact Tracing System
• Hospital Resources and Room Utilization
• Hospital Management System
• First Aid Knowledge-Based Mobile Application
• X-Ray Results Image Archiving
• Smart Healthcare Support for Remote Patient Monitoring During COVID-19 Quarantine
• Maternal Records Management

Vehicle and Transportation Category –  Benefits of IT in Vehicle and Transportation

Technological innovations have dramatically change the way how transportation sector operates and r is not an exemption. Different technologies have benefited and improved vehicle and transportation systems which leads to the increase of the sector’s efficiency. Counting traffic, detecting crashes, collecting tolls and tickets, and controlling transit operations and traffic light systems have all been made easier thanks to IT systems and gadgets. Travelers profited from information technology as well, with easy and convenient travel and efficient transportation networks. The easy and high accessibility and availability of traffic condition reports, electronic maps, on-board vehicle performance monitors, real-time transit arrival information, and a plethora of other services that travelers rely on when they are on the road are just a few of the benefits for travelers.

Below are our team’s examples of capstone project ideas in-vehicle and transportation categories:

• Online Bus Ticket Reservation
• Vehicle Rental System with Mobile App Support
• Bike Portal Information System
• Vehicle Parking Management System
• Vehicle Impoundment Information Management System
• Vehicle Registration Portal
• Vehicle Franchising and Drivers Offense Software
• Traffic Management System
• Mobile Based Airline Reservation System (Android and IOS)
• Tricycle Driver Conduct Reporting Mobile Application
• Courier Management System
• QR Code Fare Payment System
• Driving School Management System
• PUV Transportation Route and Mapping System
• GPS based Vehicle Theft Detection System using GSM Technology
• Vehicle Insurance Information System
• Shipping Management System

Crime and Disaster Management Category –  Use of ICT in Crime and Disaster Management

In crime and disaster management, the use of information and communication technologies has become increasingly significant. Information sharing and communication integration are crucial in times of accidents, tragedies, catastrophes, and other emergencies to effectively respond to the situation. ICT is crucial in expediting the processes outlined above in crime and disaster management. It improves the efficiency of communication between responders and victims, increasing the chances of lives and resources being saved. Traditional ICT media such as radio and television, as well as advanced ICT such as the Internet, GIS, and other forms, are used in crime and disaster management. Early warning systems are being designed with these technologies in mind, quickening the process of readiness, response, and mitigation. Some cutting-edge methods and applications are being developed to help with effective communication and emergency response.

Below are capstone project ideas of our team for the Crime and Disaster Management Category:

• Mobile Based Emergency Reporting with SMS Support
• Interactive Flood Hazard Map
• Web and Mobile Crime Reporting System
• Weather Prediction App
• Bantay Baha Alert System with SMS and Push Notification
• Fire and Smoke Detection Application with SMS Notification
• SMS-based Flood Monitoring System
• Crisis Information Management Software
• Data Platform for Emergency Response Management
• Fire Extinguisher and Fire Fighting Drone
• Disaster Management Information System
• Crime Scene Management Mobile Application

Government Sector Related Capstone Project  – IT Solutions for Government Agencies/Sector

With the rapid changes that are occurring now, different government agencies or sectors are adapting to the automation brought by technology. Government agencies are employing IT-based solutions in their operations and transactions to increase efficiency. Its solutions help organizations in the government sector cut unnecessary costs, leaving more to invest in enhancing citizen experience when it comes to public services.

The government sector is in continuous search of an innovative IT solution to keep up with the rapid changes and demands of the citizen in their operations and transactions. The government sector will use IT-based solutions to deliver new value for citizens, streamline processes and increase work efficiency within employees in these respective agencies.

Listed below are some innovative government sector-related capstone projects:

• Health Center Information Management System
• Cedula Mobile: Cedula and Certification Request Mobile Application
• Census Monitoring
• Housing Information Management with Mapping
• Barangay Records Management System
• City Business Permit and Monitoring System with Decision Support
• BJMP’S Visitor’s Log Monitoring System
• Project Monitoring and Evaluation System
• Poverty and Malnutrition Monitoring System
• Information System for Bureau of Fire Protection
• DSWD Donation System
• Senior Citizen Information System
• Vaccine Distribution System
• Cloud-Based Business Permit Processing
• PWD Information System
• Evacuation Center Management System
• Curfew and Travel Pass Information System

Agriculture Related Capstone Project  – IT Innovation for Agriculture

Modern technology has made life easier and simpler to live. The advent of computer technologies is the reason behind the improvement of every industry and institution and the agriculture field is no exception. Technological advancements are the driving force behind the improvement in the agricultural field. It introduces a systematic approach to increase efficiency in agricultural productivity.

No matter how hands-on are the operations in the Agricultural field, they have adapted and uses innovative IT solutions to assist them in their operation. The field of agriculture employs information technology to improve production in the food value chain, to help with crop management, pest control, quality control, and integrated disease management. Information Technology innovations will fuel the Agriculture sector for the future and growth of agriculture and food production. Agricultural operations have evolved and use creative IT solutions to support them in their operations, no matter how hands-on they are. Agriculture makes use of information technology to help with crop management, pest control, quality control, and integrated disease management throughout the food value chain. Agriculture’s future and expansion will be fueled by technological breakthroughs in the information technology sector.

Listed below are Agriculture Related Capstone project presented by our team:

• Solar-Powered Water Filtration System used in Farm Land
• Electronic Watering System for Vegetable Nursery Garden
• Mobile Based Farm Management Application
• Android Based Feeds Scheduler Dispensing Application
• Arduino Based Irrigation Device with Android Controlled Settings
• Water Monitoring For Aquaculture with SMS Notification
• Dairy Farm Management System
• Drone Based Seeding Application Controlled by Mobile Devices
• Online Record Archiving of Soil Analysis Results
• Web and Mobile Based Monitoring and Tracking of Fertilizer Delivery Products
• E-commerce Platform for Farm Trading Activities
• Soil Moisture Sensor using Micro Controller
• Mobile Based Instructional Material for Agriculture
• MobileMangrove a Mobile-Based Mangrove Species Field Guide
• Online Platform for Plant Calendar Scheduling
• Android Based Controlled Water Sprinkler

Technology is known as the catalyst for change that took place in different industries and institutions. Information Technology has changed the world dramatically. As of today, it is hard to imagine any sector or institutions that have not benefited from the advancements of technology. As stated above, different industries and sectors like School and Education, Business and Accounting, Hotel and Tourism, healthcare sector, vehicle and transportation, crime and disaster management sector, government sector, and agricultural sector have highly benefited from Information Technology. The most common role that IT played for these sectors is the automation of different operations and transactions to increase efficiency and improve the overall experience and satisfaction of the people. The aforementioned sectors and industries rely on the power of information technology for carrying out their daily tasks conveniently and on time.

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6 Tips for Engaging Capstone Projects

Rather than creating a year-in-review capstone project, consider having students synthesize and personalize what they’ve learned, bringing it to a new level.

It’s that time of the year, the race to the finish, only weeks until school ends for the summer (at least for many of us). With the pressures of testing behind us, we often have a bit more freedom to create curriculum and activities for students. We can try out new ideas, give students more choice in what they want to learn, and celebrate the learning that we've accomplished this year. One way that many educators like to do these things is through capstone projects, year-end culminations that often invite students to engage in choosing what they want to learn, as well as how they learn it. Capstone projects are a great tool for personalizing learning, and they're effective for creating even more student engagement. Here are some tips to create excellent capstone projects.

Ensure "Main Course, Not Dessert"

This is always a good reminder. While capstone projects often draw on the entire year's learning, it's important to pose this question to students as well as reflecting upon it ourselves as educators: What new learning will occur in this capstone project? This is key to ensuring that a capstone project isn't simply a fun activity (although that's still a good intention), and it helps in creating a project that's more challenging and truly focused on new learning and experiences. This new learning could be in a different context or topic from what the class has done so far, it might require a variety of skills that they haven't previously combined, or it could be a synthesis of sorts. Reflect on how you can ensure that there will be new learning in your capstone projects.

Take It To Another Level

Projects should focus on depth, not breadth. If you have the ability to allow students choice in what they learn, consider having them revisit a previously learned concept, topic, or skill. To ensure not only engagement but also "Main Course," create rubrics with students that focus on their going deeper into the content. Instead of "meeting standard," focus the assessment and learning on "exceeding standard." When students engage with a challenge, we should take them beyond the opportunity to review learning by pushing the learning even farther in a capstone project.

More Voice and Choice

This is nothing new, but we can always think of new ways to offer choice to our students. At the end of the year, after we've pressed through most of our required curriculum and standards, we may have some wiggle room on what students can learn. We might offer choice in one way, but not in another. Perhaps we want to spiral review a writing skill for all students, but offer them a choice in what history topic they want to learn about. Or we might need students to learn a math concept that we haven't yet covered in the curriculum, but they can choose how they want to learn it and connect that concept to the real world. Have students make personal, meaningful choices. See my previous blog about voice and choice for ideas about how to create more engagement.

Make a Difference

One of my favorite ways of taking capstone projects to another level is through service and making a difference. When students see that their work matters, they will be engaged. There are, of course, lots of opportunities to make an impact outside of the walls of the classroom, whether in the community or globally. There are also great ways for students to make a difference in their own lives once they understand the personal impact that's possible. Start by asking then how they want to make a difference in their capstone projects.

Tell the Full Story Through Assessment

Often, capstone projects involve what could be called a portfolio of student learning, which includes many steps in their yearlong journey. These assessments, graded or not, are valuable artifacts that serve as a photo album of a learning continuum, rather than simple snapshots representing individual moments of learning. Capstone projects are about growth, and both teachers and students can use assessments from the capstone project as well as earlier in the year to celebrate the growth in learning. Students, parents, and teachers deserve to see this growth in order to be proud of their learning from the entire year as well as during the capstone project.

Experiment With "No Grades"

Often we use grades as a way to get students to learn rather than addressing a root problem -- our students are not engaged. While you might want to grade students on their work, you might also try the experiment of moving students away from grades as a motivator, and instead focus on the learning. Rather grading every part of the capstone project, consider grading only the capstone component. This is also in ideal place to start the conversation with students about how they want to be and should be graded. Consider using capstone projects to start a culture shift away from grades and toward learning.

I love implementing and watching students implement capstone projects. I'm inspired by the ways that teachers structure these projects and by the amazing learning that students share. Capstone projects are truly an opportunity to create meaningful learning along with powerful engagement and impact. How do you create engaging capstone projects?

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Senior Mechanical Engineering Students Design UAV System for Capstone Project

By Keelin Kelly

At the start of the spring semester, senior mechanical engineering students John Faetanini, Ben Parlett, Sam Gepperth and Grant Newland were tasked with designing a UAV system for The Corps, a contract engineering firm, as their senior design project. 

Their project is a culminating experience, applying their classroom knowledge to real-life application. Senior design projects are coordinated through the Innovation Center which connects industry partners to student teams. These multi-disciplinary projects allow students to create new products while working to meet the needs of industrial, societal and business communities.

The team’s goal is to create an unmanned aerial vehicle (UAV) system that can be rapidly mass produced, assembled and shipped anywhere in the world. They have spent the semester researching the current UAV market and testing materials to create a full aerodynamic design for the vehicle and determine its manufacturing process. 

“It’s been really rewarding to see the project come together throughout the whole semester,” Faetanini said. “We started with nothing and are now at the point where we have the full design and a very good idea of how we’re actually going to build it.”

The Corps had minimal set requirements for the system which allowed the team creative freedom throughout the design process. The group maintained regular contact with and received feedback from their client through weekly status reports held over Zoom.

“Communicating with our client weekly has been a great learning experience,” Gepperth said. “It has helped me a lot to receive positive and constructive feedback, and it has been very good for conducing productivity in our group.” 

The team discovered they could be the most productive by dividing their work into two focuses: design and manufacture. Gepperth and Newland worked on the principle aircraft design and calculations for stress while Parlett and Faetanini focused on materials and manufacturing. 

“When Sam and Grant come up with a design, we have to come up with how to build it. If we go back and tell them it can’t be built that way, they have to rework their design,” Parlett said. “I feel like that very accurately represents an engineering workspace. You have your own department that says what can and can’t be done, and then you bounce it to the next person.”

In the final weeks of the semester, the group will be stress testing materials to confirm their calculations and finalize their design. They will present their project’s outcome at the School of Engineering’s Capstone Design Symposium at the end of April.

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Department of Mechanical and Aerospace Engineering Professor Recognized as American Society of Biomechanics Fellow

Department of Mechanical and Aerospace Engineering Professor Kim Bigelow was awarded the status of Fellow in the American Society of Biomechanics (ASB). She will be recognized at the annual ASB conference in August.

Transforming the Future of UD Engineers

As the engineering industry rapidly evolves, there is a constant flow of new ideas into the School of Engineering to ensure students are prepared to make an impact in the workforce. The Dean’s Cabinet, a working group of faculty and staff leading initiatives aligned with the School’s strategic vision, are working hard to make those ideas a reality.

Hypothesized Surface: Future Power Solutions for Exploring Hypothesized Surfaces – VCU – A

“hybrid pv-teg power system for asteroid rover”, institution.

Virginia Commonwealth University (VCU)

Tungsten Class (2023 – 2024)

STUDENT TEAM

Scientific and technical guidance, academic guidance.

Professor Frank Gulla

PROJECT DESCRIPTION

This project’s goal was to develop a power source for a rover serving in a potential future mission to the asteroid Psyche, a celestial body of key interest due to its potential as a model of the Earth’s core. The project design innovates previous space energy technologies by merging photovoltaic modules enhanced by AGILE (Axially Graded Index Lens) lenses with thermoelectric generators. The AGILE lens increases energy capture of the solar panels by concentrating light from the sun onto the solar cells while the residual thermal energy is used by the thermoelectric generators to yield additional power. The system was designed to produce 75-125 Watts of power with a lithium-ion battery to allow the rover to operate briefly without sunlight. The solar cell performance was modeled both for monocrystalline silicon panels and triple junction GaAs panels using MATLAB Simulink and Crosslight APSYS respectively. An additional Simulink simulation was created to demonstrate real-time battery charging. A SolidWorks model was rendered to demonstrate the design layout. The design employs a layered setup, positioning the AGILE lens above the solar cell, with the TEG installed beneath. This configuration facilitates the collection of concentrated light energy by the solar cells, while simultaneously generating a temperature gradient that serves as the “hot” side of the TEG. Finally, a heat sink is incorporated beneath the TEG to enhance surface area for radiative heat transfer, thereby boosting overall performance. This model was used to simulate the thermoelectric generator’s performance using SolidWorks’ Thermal Analysis.

Initial 3D model image.

Final 3D model image.

This work was created in partial fulfillment of the Virginia Commonwealth University Capstone Course “EGMN 402”. The work is a result of the Psyche Student Collaborations component of NASA’s Psyche Mission (https://psyche.asu.edu). “Psyche: A Journey to a Metal World” [Contract number NNM16AA09C] is part of the NASA Discovery Program mission to solar system targets. Trade names and trademarks of ASU and NASA are used in this work for identification only. Their usage does not constitute an official endorsement, either expressed or implied, by Arizona State University or National Aeronautics and Space Administration. The content is solely the responsibility of the authors and does not necessarily represent the official views of ASU or NASA.