Autonomous Trading Platform
Full-stack ML trading system — 9% live returns
Python PyTorch React TypeScript FastAPI
End-to-end trading platform combining an ML ensemble (LSTM, CNN, SVM, Random Forest) with technical analysis and sentiment scoring. Deployed via FastAPI backend with WebSocket streaming and a React dashboard.
Integrated live Alpaca API trading with autonomous position management, a backtesting framework, and multi-layer risk validation — achieving profitable live results.