Building AI tools for the space between policy and people.

Twenty years in community systems design and public policy. Now using AI to help make America's safety nets work better, faster, and more humanely.

Projects

Interactive tools and visualizations — built with AI, grounded in two decades of work serving human systems.

Joel McClurg speaking at the OpenAI Nonprofit Academy

Policy wonk turned
AI builder.

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 tools to fix those breakdowns. Currently in residence at Propel (the company behind Fresh EBT), combining deep policy knowledge with practical AI development.

I believe the best technology starts with understanding the problem — not the code.

Food Systems SNAP Policy AI + Social Services Civic Tech Vibe Coding
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Writing & Books

Thinking out loud about AI, food policy, and building things that matter.

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Let's build something.

Open to collaborations, consulting, and interesting conversations.