What’s a Standout Idea for a Computer Science Capstone Project?

Projects that tackle actual user problems are the most memorable. Instead of just a basic CRUD app or a standard ML model, aim for something useful. A project that combines different aspects, such as an API and UI, or one that follows solid engineering practices is likely to stand out. For instance, developer tools or niche SaaS solutions for small communities tend to shine more than something that’s just built with a popular framework.

Think about creating something like a small SaaS tool or a full-stack application. The more you can show that real people are using it, the better. Another cool angle is integrating AI in a way that focuses on the system instead of just running a model. Tools that blend different tech stacks are definitely worth exploring!

Any project that isn’t just another generic application definitely stands out. Think about solving problems that you or others face. Going niche, like making a tool for beekeepers, can also help. Really, anything with a physical component, like using sensors or a Raspberry Pi, catches the eye quickly since they're not so common compared to web apps. Also, make sure to deploy your project and get some usage; having real user feedback looks great on your resume!

Consider choosing a project that you’re genuinely passionate about. Projects driven by your interests usually turn out to be more polished and detailed. For example, you could create a web app that addresses a tough issue or a productivity tool that you'll personally find useful. Engaging deeply with your project makes a big difference!

When I look over intern applications, I appreciate seeing projects that address real-world problems. For example, I saw one project where a student built a web app to easily access public court records, since it was tricky to navigate the county's court system. Another interesting idea was a sensor for a gun safe that alerts users if someone lifts it. Unique real-world applications catch the eye!