StockSage

• Github URL: Project Link



• StockSage is a Flask micro-service that streams live OHLC data from Alpha Vantage, feeds it to an LSTM (TensorFlow), and serves rolling price forecasts via REST API. It visualizes actual vs predicted prices and confidence bands with Matplotlib on a responsive UI, giving traders an at-a-glance decision aid.



• Tech Stack
  
• Backend: Flask, FastAPI, Docker
• ML: TensorFlow, LSTM
• Deployment: Azure
• Visualization: Matplotlib
• Features
  
• Live OHLC data streaming and LSTM-based forecasting
• REST API for real-time inference
• Responsive UI with price visualization
• Containerized deployment on Azure