MainsMirror
Built at Meta Global AI Developer Hackathon · Oct 26, 2026 · Remote

MainsMirror is an AI examiner for UPSC Civil Services and Indian Forest Service Mains answers. Aspirants photograph a handwritten answer sheet; the app transcribes the handwriting, grades it on the official 10-mark rubric (Intro 0-2, Body 0-5, Conclusion 0-2, Language 0-1) with examiner-style remarks that cite the exact line that cost each mark, rewrites the answer as a model answer in the same word budget, generates a labelled diagram the rubric rewards, and turns the weak spots into a spaced-repetition drill on days 1, 2, 4, 7 and 15. Built by an IFoS aspirant for the lakhs of aspirants who wait weeks for evaluation or pay thousands of rupees per answer sheet. Live demo: mainmirror.pythonanywhere.com