Stock Prediction System

July 2024 - May 2025

About This Project

Built an ML model for stock price prediction using historical OHLCV data and XGBoost, achieving 82% accuracy in backtesting. Integrated Alpha Vantage and TradingView APIs for real-time data ingestion and interactive charting.

Key Features

82% accuracy in backtesting with XGBoost
Real-time data integration with Alpha Vantage API
Interactive charting with TradingView
Watchlist and alert features
Automated web scraping for financial news
Responsive UI with React Native and Tailwind CSS

Technologies Used

PythonXGBoostReact NativeTailwind CSSAlpha Vantage APITradingView APIBeautifulSoup

No screenshots available for this project yet.

Built with v0