Work
A collection of projects across systems, ML, and full-stack development.
A 1D CNN trained on raw IQ samples to classify 24 radio modulation schemes, exported to ONNX and served from a C++ pipeline whose predictions are validated to exact parity with PyTorch.
A full research platform for NBA player-prop betting: a weighted-average prediction model, an expected-value parlay analyzer, a paper-trading workflow, and a browser extension. Built to explore why predicting performance is not enough to establish a betting edge.
A scalable scraping pipeline that structures rental listings into JSON for automated ingestion.