StockTrack

This project parses business news, analyzes sentiment with ML, stores data in DynamoDB, and serves it via FastAPI. A React frontend and Telegram bot provide stock alerts, search, graphs, and favorites

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What it does

Our team collaborated on a project that leverages machine learning to analyze business news sentiment and assess its impact on stocks. Our system scrapes business news and evaluates sentiment using an ML model, stores data in AWS DynamoDB, and serves it via a FastAPI backend. The React frontend enables stock tracking, custom data visualizations, and article search. Additionally, a Telegram bot integration provides real-time notifications based on user interests. This project enhances stock market insights by combining AI-driven analysis, scalable cloud infrastructure, and a seamless user experience across web and messaging platforms.

Accomplishments that we're proud of

Setting up few FastAPI backends in order to manage connection between parsers, telegram bot and ml models.

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