Back to Projects
AI/MLPythonFinanceAutomation

AI Trading System

Autonomous trading system leveraging machine learning for market analysis and execution

2024
AI/ML, Python, Finance, Automation

Overview

Developed a sophisticated algorithmic trading platform that uses machine learning models to analyze market data, identify patterns, and execute trades automatically. The system integrates real-time data feeds, risk management protocols, and backtesting capabilities. Built with Python, TensorFlow, and custom APIs for broker integration. Achieved consistent alpha generation through advanced statistical arbitrage strategies.

Technologies & Tools

PythonTensorFlowPandasPostgreSQLRedisDocker

Key Features

  • Real-time market data integration with multiple broker APIs
  • Machine learning models for pattern recognition and trend analysis
  • Automated risk management with position sizing and stop-loss controls
  • Comprehensive backtesting framework with historical data