Python-based toolkit for short-term trading signals on Bitcoin (BTC) and Gold (XAUUSD). Includes data ingestion, technical indicators, ML-based models, and rule-based strategies. Features backtesting with costs/slippage, FastAPI signal API, and a web dashboard for real-time signal monitoring.