C

circuit-design

ML engine for discrete circuit design: simulates and labels circuits, trains a GNN surrogate, then uses it to design, self-tune, and run inference on a microcontroller.

A two-stage audio amplifier: active band-pass filter (TL071) into unity-gain power buffer (OPA551). Designed in Proteus, built on breadboard and PCB.