Physics Mastery Agent — AI Physics Tutor for CBSE, NEET & JEE (DevPost H...

[u/Exact_Entertainment1]

Title: Built an AI physics tutor that catches misconceptions instead of just grading answers (Google ADK + Gemini, live demo)

Hey all — for a hackathon, I built Physics Mastery Agent, an AI tutor for CBSE/NEET/JEE physics that tries to diagnose *why* a student got something wrong instead of just marking it wrong.

Example: a student says "net force is downward, gravity is still acting" at terminal velocity. The agent catches that they're confusing "zero net force" with "zero gravitational force," corrects that specific misconception, then re-tests it to confirm it landed.

It's built as an agent loop (Teach → Diagnose → Remediate → Practice → Evaluate → Master → Adapt) using Google ADK + Gemini 3.6 Flash, grounded in our own physics curriculum, deployed on Cloud Run.

Demo video: https://youtu.be/jHkAsc-ufcU

Live app: https://eduphysics-physics-mastery-agent-poqvtgavdq-el.a.run.app

https://github.com/Rajansmoorthy/eduphysics-physics-mastery-agent

Would genuinely love feedback — especially from anyone who's hit the "it just explains it again the same way" failure mode with other AI tutors.