AI Trading Strategy Generator
End-to-end agentic backend generating 200+ trading strategy variants autonomously. Client deployed 3 profitable strategies to production with measurable revenue impact.
The Challenge
The client needed a way to rapidly prototype and validate trading strategies without manual coding. Traditional strategy development took weeks of developer time per strategy.
Approach & Solution
Built an AI-powered trading algorithm generator that automates strategy creation, backtesting, and iterative error-fixing using multi-provider LLM integration (Claude, OpenAI, Moonshot AI) with OHLCV data pipelines and interactive performance visualization.
Results & Impact
- Generated and evaluated 200+ strategy variants automatically
- Client deployed 3 profitable strategies to production
- Multi-provider LLM integration with iterative error-fixing
- Reduced strategy development cycle from weeks to hours
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