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