# Tutor Loop

- **Event:** [AI Engineer World's Fair Hackathon 2026](https://cerebralvalley.ai/e/aiewf-hackathon-2026)
- **When:** Jun 27 at 9:00 AM – Jun 28 at 5:00 PM (PDT)
- **Where:** San Francisco, CA
- **Team:** [Akhil Sachar](https://cerebralvalley.ai/u/akhil-sachar)
- **GitHub:** https://github.com/akhil-sachar/tutor-loop
- **Demo video:** https://youtu.be/GDP84_1Xgto
- **Gallery:** https://cerebralvalley.ai/e/aiewf-hackathon-2026/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/aiewf-hackathon-2026/hackathon/gallery/52

Most AI tutors reset every session. They don't remember that you struggled with derivatives, or that a human tutor's graph-first explanation actually worked. TutorLoop fixes that: human tutoring teaches the AI tutor to get better. 

TutorLoop is an education marketplace. Students search and buy notes and textbooks, book human tutors on a calendar, and join live AI voice lectures where they can interrupt and ask questions.

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