This repository implements a machine learning system for automated stock trading. It fetches financial data via the Alpha Vantage API, preprocesses time-series data, and trains LSTM models on Keras/TensorFlow to forecast price directions. The trained model then drives a trading algorithm that executes buy/sell decisions based on predictions.