This page features interactive demos from my private work in AI, data, and beyond, showcasing both the products I build and the product thinking behind them, including value creation, success metrics, and design choices. Inputs are sandboxed to protect privacy and control costs.
AI-powered interview analysis for product discovery that bakes in company-ready methods, structure, and compliance while enforcing strong security, embedded guardrails, and full traceability. Find out more and test it yourself!
A visual, interactive tool that shows AI cost optimization opportunities in real-time, with before/after comparisons and actionable recommendations.
Measuring market confidence across portfolios through the transformation from raw reports to governed AI insight.