AI Trading Strategy Generator
A quant trading client wanted to explore hundreds of strategy ideas, but hand-coding, backtesting and debugging each one was slow and didn't scale — most ideas never got tested.
We built an end-to-end agentic backend that autonomously generates trading-strategy variants, backtests them, and fixes its own errors using a multi-provider LLM pipeline (Claude + others) with RAG over market context.
The system generated 200+ strategy variants autonomously and the client deployed 3 profitable strategies to production. Strategy ideation that took days now runs in minutes.