Student wiring a Raspberry Pi
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AI Project Clinic

Free

A free, application-based League Labs clinic where student teams work with professional engineers to plan, build, and ship high-quality software using Claude Code and a rigorous engineering process.

AI Project Clinic is an internship-style experience inside League Labs. Student teams are paired with professional engineer mentors who help them plan, build, and ship real software using a rigorous engineering process and AI tooling including Claude Code.

Students can work on a wide variety of projects, based on their own ideas or requests from a client:

  • Personal interest — build something you're curious about. Bring your own idea or work with a mentor to develop one.
  • Science fair — build a computational project designed for science fair competition, with mentor guidance on research methodology and presentation.
  • Sponsored — take on a real project from a local nonprofit or business. These are typically web applications that solve a genuine need for an outside organization.

Students will learn to work like professional engineers: writing a clear spec, defining requirements and success criteria, breaking work into milestones, tracking progress in GitHub, and delivering iterative demos through sprints.

Students who aren't matched with a mentor can still participate through open meetings and presentations where we share project walkthroughs, engineering lessons learned, and practical techniques for shipping software.

How to enroll

AI Project Clinic is free, but students must apply for mentored team slots. Use the Apply button to submit your project idea. Students who aren't selected for a mentored slot can participate in the open meetings, work sessions and presentations.

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