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SmartEdge EA – Adaptive Trading Intelligence
AI BOTS·BOTS·Business Intelligence
Project Scope
SmartEdge EA was developed for a hedge fund seeking adaptive and data-driven strategies that adjust in real-time to market volatility. Its intelligent trading engine continuously evaluates multiple timeframes, liquidity conditions, and volatility indices to make precise trade entries and exits.
Built with Machine Learning Insights
The system applies reinforcement learning to optimize trade parameters, reducing manual intervention. It “learns” from past trades, automatically fine-tuning stop-loss levels and position sizing to maximize capital efficiency.
Technology Stack
Developed using MQL5 for MT5, Python for AI/ML components, and FIX API integrations to ensure high-frequency execution compatibility with broker platforms.
- Auto-adjusting risk management per volatility level
- Multi-broker compatibility with FIX API support
- Custom dashboards for fund managers
- 24/7 monitoring & alerts
Impact on Client
The hedge fund reduced operational risks and increased consistency in returns. Manual errors were eliminated, and the automation freed up analyst time for strategy innovation.
Conclusion
SmartEdge EA transformed the client’s manual strategies into an adaptive, automated trading system, boosting efficiency and lowering overall drawdown risk.
