StockSage

Real-time stock market pipeline with MLOps.

Features

• Data ingestion from Yahoo Finance → Kafka
• Spark streaming for real-time processing
• LSTM price predictions (FastAPI)
• React dashboard

Setup

1. Install dependencies:

   pip install -r requirements.txt
   cd frontend && npm install

2. Configure Kafka in data_ingestion/config/kafka_config.json.