MarketLens AI

Built an AI-powered stock decision support system that analyzes market trends and real-world signals using FastAPI and Python. Trained and deployed Random Forest and LightGBM models, with PostgreSQL for financial/market data.

FastAPIPythonPostgreSQLRandom ForestLightGBM

GitHub

🏗️System Architecture

Signal IngestMarket & real-world signals

FastAPIDecision / inference API

ML ModelsRandom Forest + LightGBM

PostgreSQLFinancial & market data

Signal ingest feeds Random Forest and LightGBM models; FastAPI serves predictions; PostgreSQL stores market data.

Interested in the technical details?

🔍 Explore Codebase 📄 API Documentation

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