This project builds an intelligent trading bot that uses machine learning to generate trading signals for cryptocurrencies. It separates offline batch training of ML models from online streaming prediction, ensuring consistent feature engineering across both modes. The system supports multiple trade frequencies (1 minute to 1 day) and customizable signal generation functions.