Prediction Market Bot

A sophisticated trading system that uses machine learning to identify arbitrage opportunities across multiple prediction market platforms. The bot analyzes market inefficiencies, executes trades automatically, and manages risk through advanced portfolio management techniques.

• •Real-time market analysis across 5+ prediction market platforms
• •Machine learning models for price prediction and arbitrage detection
• •Automated risk management with position sizing algorithms
• •WebSocket-based real-time data processing
• •Comprehensive backtesting framework

• •Managing latency in fast-moving prediction markets
• •Handling different API rate limits across platforms
• •Implementing robust error handling for network failures
• •Optimizing ML models for real-time inference

• •Built custom connection pooling and failover mechanisms
• •Implemented adaptive rate limiting with exponential backoff
• •Created comprehensive monitoring and alerting system
• •Optimized models using quantization and caching strategies