Building a Production-Ready Medical AI System: From PyTorch to ONNX Inference

TL;DR: I built an end-to-end skin lesion classification system that achieved a macro F1 score of 0.6587 while reducing model size from 41 MB to 0.9 MB through ONNX optimization. This post covers the m