Work
Tools, teaching and experiments in thinking with machines.
Core projects
CultureBot — A cultural-insight engine for Fors Marsh
An AI-powered tool that analyzes cultural trends and sentiment to inform campaign strategy. Built to help government clients understand shifting public attitudes in real-time.
The Seer — A foresight framework for public-sector futures
A structured methodology for scenario planning that helps agencies prepare for emerging threats and opportunities. Used across FEMA, HHS, and other federal clients.
AI Horizons — A teaching series on AI for Yeshiva University
Graduate-level curriculum exploring how generative AI reshapes marketing strategy, creative execution, and professional identity.