13 real-world AI projects from Buildcamp Cohort 3: exam generators, RAG, job tools

Al_Grigor · x · 2026-09-11

Alexey Grigorev recaps 13 hands-on projects from the third cohort of his AI Engineering Buildcamp, spanning education, research, job search, nutrition, software development, analytics, and chess. The strongest ones share a pattern: a specific user problem + domain data + measurable evaluation + human feedback + a workflow beyond chat. Examples: Salma Bouzid's Quizgen generates exam questions from lecture slides (professors approve/edit/reject each question; built with Next.js + Supabase, moved from Claude to OpenAI, and an LLM judge verifies questions are grounded in the course); Amar Agrawal's ATS Gap Analyser scores resume-vs-job-description fit (e.g., 75/100) with missing keywords. The next cohort starts September 21.

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