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Hybrid AI Trading Engine
From unstructured market chaos to autonomous, risk-managed execution.
Role
AI Engineer & Architect
Category
Agentic AI · Algorithmic Trading
The Chaos
Financial markets are the ultimate chaotic environment. Standard LLMs are great talkers but lack the resilient architecture needed for real-time execution.
The Intelligence
A decoupled FastAPI backend queries Gemini via direct REST API (bypassing SDKs), converting semantic analysis into MetaTrader 5 execution.
The Result
100% Autonomous
With hard-coded 3% daily drawdown circuit breakers.
In Action
PythonFastAPIReact 19MetaTrader 5Gemini API