TradeAutomation
Professional XAUUSD (Gold) trading system with session-adaptive strategies, MT5 file-based bridge, advanced risk management, Smart Position Manager, Telegram monitoring, and real-time performance analytics for 24/7 profit optimization.
TradeAutomation is a multi-component trading stack designed for disciplined execution and monitoring. It combines signal handling, risk control, and operational visibility.
Role
System Designer and Automation Engineer
Timeline
Ongoing
Delivery
Structured implementation across design, engineering, and release phases.
Challenge
- Maintain robust execution under variable market conditions.
- Connect MT5 flows with external automation logic reliably.
- Track behavior and risk in real time without adding manual overhead.
Solution
- Built session-adaptive strategy logic for changing volatility profiles.
- Implemented a file-based MT5 bridge for controlled inter-process communication.
- Integrated Telegram alerts and runtime analytics.
Architecture
- Python orchestration layer for execution and monitoring.
- MT5 integration through bridge files and structured command flow.
- Risk subsystem for sizing, limits, and position control.
Outcomes
- Reduced manual intervention in repetitive trade operations.
- Improved observability for live strategy behavior.
- Created a modular base for future strategy experiments.
Next Steps
- Expand strategy sandboxing and simulation coverage.
- Introduce more advanced anomaly detection.
- Increase automation around post-trade analytics.
More Projects
DevIO
AI-powered developer tool that provides a secure mobile interface for locally hosted LLMs (Ollama), with a focus on data privacy and offline functionality.
Habitly
A performant habit-tracking application using Flutter, Hive for local storage, and Riverpod for state management, with custom animations and calendar-based streak tracking.
Finzo
AI-powered financial services mobile app providing personalized guidance through specialized assistants for traders, business experts, and investors. Features JWT authentication, smart questionnaires, and cross-platform support.