Overview
Hawk is a sophisticated high-frequency trading system designed for cryptocurrency markets, combining advanced ML models with real-time market data analysis.
Features
Automated data synchronization
- Price and volume data
- Technical indicators
- Market sentiment metrics
Advanced ML Integration
- Custom Transformer models
- Flexible input/activation configurations
- LSM-based trading model generation
Trading Capabilities
- Real-time signal generation
- Direct integration with OKX and Binance
- Risk management system
Technology Stack
- Frontend: React + TypeScript
- Backend: Go
- ML: PyTorch
- Database: TimescaleDB
- Message Queue: Kafka