From Half‑dead Prototype to Local‑Only AI Medical Assistant: Rewiring MedClinic with GitHub Copilot

This is a submission for the GitHub Finish‑Up‑A‑Thon Challenge

What I Built

I built MedClinic, a fully local AI‑powered medical assistant that runs on a MedGamma‑2B‑class model without any third‑party APIs or cloud services.

Instead of slapping a shiny frontend on an off‑the‑shelf API, I:

Wrote the entire orchestration layer by hand (no pre‑trained wrappers).