
TradeRiskGuard-AI is a comprehensive trade analysis and risk management ecosystem designed to empower traders with data-driven insights. It combines a high-performance FastAPI backend with a modern Next.js frontend to provide automated risk monitoring and sophisticated performance tracking. The platform goes beyond traditional metrics by integrating advanced AI to bridge the gap between raw data and psychological awareness. Key features include: AI-Powered Analysis: Leverages Google Gemini and OpenAI to detect "hidden" behavioral patterns, identifying subtle pitfalls like "afternoon fatigue" or psychological tilt that rule-based systems often miss. Automated Risk Monitoring: Real-time evaluation of customizable risk rules, including drawdown limits, stop-loss consistency, and exposure management. Exchange Integration: Seamless connectivity with platforms like Deriv and MT5 for automated trade data synchronization and live monitoring. Advanced Visualization: Interactive dashboards that transform complex trading statistics into actionable visual reports, helping traders achieve long-term consistency. The project is built for scalability and performance, utilizing SQLAlchemy (async) for persistence and Pandas for heavy data processing, ensuring that every trade is documented and every risk is guarded.
7 Feb 2026