I build AI products for people doing work that matters.
Twenty years in food systems and public policy. Now I build software that makes expert-level work accessible to the organizations that need it most.
Projects
Products, tools, and visualizations — built with AI, grounded in two decades of work serving human systems.
AI Website Audit
How does AI see your website? Enter any URL and get an instant audit across six dimensions — AI readability, data accessibility, SEO, content clarity, security, and technical signals. Deterministic scoring with full methodology. Shareable letter grades.
H.R.1 Economic Impact Analyzer
Estimate the local economic impact of H.R.1 on SNAP for any city, county, or state in the U.S.
Chaffee County Food Sovereignty Plan
A five-year food sovereignty plan generated live with AI and community input at Guidestone Colorado's AgriSummit.
Food System Infographic
A data visualization mapping food access, demographics, and policy intersections across communities.
SNAP Restriction Waivers
A scrollytelling visualization exploring SNAP food restriction waivers across states and their policy implications.
H.R.1 Work Requirement Changes
Visualizing proposed changes to SNAP work requirements under H.R.1 and their impact on benefit recipients.
AI Integration Timeline
A scrollytelling exploration of AI milestones — past, present, and predicted. Where we've been, where we're going, and what it means for public systems.

Policy wonk turned
AI founder.
I spent twenty years in the trenches of food systems and social services — administering SNAP in Colorado, running a food systems nonprofit, and learning exactly where the system breaks down for the people it's supposed to serve.
Now I build AI products through Ex Machina Solutions — turning two decades of field experience into software that makes expert-level work accessible.
I believe the best technology starts with understanding the problem — not the code.
Writing & Books
Thinking out loud about AI, food policy, and building things that matter.
Breaks Upon the Distance
Currently in editing. A novel exploring distance, connection, and what we carry forward.
What If Your Local Food System Had a Brain?
How a custom AI tool generated a five-year food sovereignty plan for Chaffee County live at AgriSummit — and what it means for community-driven planning.
Can AI Effectively Estimate Local Impacts of Sweeping National Legislation?
An experiment turning think tank methodologies into an applied tool at the community level.
The $20 Billion Food System Built to Collapse
An interactive visualization exploring how U.S. farm subsidies shape American dietary patterns and the potential for systemic alternatives.
When Policy Change Outpaces Analysis
Two SNAP informational tools created without traditional coding — addressing rapid policy shifts through interactive visualizations.