Multi-Strategy Trading Bot
Automated trading system with multiple strategies, backtesting engine, and risk management for NSE stocks.
What it does
Built a comprehensive algorithmic trading system that executes multiple strategies simultaneously. The system includes real-time data processing, strategy backtesting, position sizing, and advanced risk management. Integrated with Zerodha Kite API for live trading.
Technologies used
Key features
- Multiple concurrent trading strategies (Mean Reversion, Momentum, Breakout)
- Real-time market data processing with WebSocket
- Backtesting engine with historical data
- Dynamic position sizing based on volatility
- Stop-loss and take-profit automation
- Performance analytics dashboard
- Email/SMS alerts for trades
Technical challenges
Managing multiple strategies simultaneously while ensuring proper risk allocation and avoiding over-trading. Implemented a queue system to handle order conflicts.
Results & impact
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Case-study documentation
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Project problem
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Proposed solution
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System architecture
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Data sources
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Risk controls
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Backtesting methodology
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Verified results
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Limitations
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Screenshots and charts
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