• Designed a machine learning pipeline using TimeSeriesSplit and 14 technical indicators to generate next-bar trading signals with confidence scoring • Implemented a vectorized backtesting engine modeling transaction costs, slippage, and risk metrics for realistic performance evaluation • Built an interactive dashboard and modular CLI integrating Binance API, enabling real-time signal monitoring and controlled order execution