Projects
Production AI systems, research infrastructure, and mission-driven work.
A multi-underlying system that scans, evaluates, and executes credit spread strategies across SPX, SPY, and BTC without human intervention. Includes regime detection, a three-layer learning architecture (AutoResearcher → Regime Playbook → Learned Model), and self-improving nightly learner loops. 41,000+ lines of code across 120 files. Runs in production daily.
A prediction market research API built for the agent economy. Provides bracket scoring, credit spread scanning, Monte Carlo simulation, and calibration systems — designed for programmatic access by AI agents and quantitative workflows.
A medical health education startup I co-founded (50.5% owner). I lead strategy and operations. We're building infrastructure for clinical education that's more accessible and scalable.
A nonprofit I co-founded connecting young professionals with volunteer opportunities across Chicago. Ran from 2016 to 2021. Organized hundreds of volunteers over five years.