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2025

TickerIQ

AI equity signal engine

Equity selection model combining financials, sentiment, and risk rules.

Why I built this

Wanted to see if I could build something that actually works with real money. Not paper trading, not backtesting - real capital.

What I learned

Achieved 12-15% alpha over 6-9 months with Sharpe above 1.4. The hardest part wasn't the model - it was the discipline to follow it when it felt wrong.

Built with

OpenAI Agent SDKFirecrawlReactPython