APEX Trade AI

Developed a production-grade algorithmic trading system utilizing a 4-model machine learning ensemble, including XGBoost, LightGBM, BiLSTM, and Transformer architectures. Integrated automated Smart Money Concepts (SMC) detection and bias-validation for assets including XAUUSD, USDJPY, GBPUSD, and EURUSD across 5 timeframes. Architected a blockchain-verified performance ledger using SHA-256 hashing anchored to the Polygon Amoy network, ensuring immutable and publicly verifiable trade execution. Deployed a 24/7 autonomous Windows service featuring a session-aware data pipeline, a Half-Kelly risk engine, and a real-time institutional dashboard built with Next.js and Tailwind CSS.