I’m looking for product roles, as well as opportunities in applied AI, AI engineering, and forward-deployed engineering. My work spans discovery, technical implementation, evaluation, and delivery.
See what each project does, what I built, and where to explore the work.
Founder · Product · Engineering
Capturing the judgment experts use at work—and turning it into tested rules for AI agents and new hires.
Founded and built solo, from first prototype to a live product for separate organizations.
Built the product, learning engine, backend, voice experience, and deployment. One sample-ledger run improved from 96% to 100% after one question; outside pilots are the next step.
Product · Full-Stack Engineering
A control layer that lets AI agents use tools within defined permissions, budgets, and approval rules.
Built a prototype with approval steps, enforced permissions, and recovery after interrupted jobs.
Designed and built the application, policy engine, integrations, and job system. It is a prototype; isolated execution and arbitrary external MCP servers remain future work.
Data · Client Delivery
Making fragmented Medicare data useful for a national healthcare organization’s strategic decisions.
Analysis lead on a team selected among the top three consulting projects schoolwide.
Built a reproducible data pipeline, reconciled geographic differences, and found a 12× enrollment overcount before modeling. The team presented its findings directly to ACHP.
Product · Creative Technology
An editable creative space for combining imagery, music, motion, and effects.
Designed and built a persistent editor with a shared WebGL scene engine.
Built the concept, interaction design, provider integrations, scene model, and renderer. Generated effects are checked before entering the rendering pipeline.
Applied Machine Learning
A support-ticket routing model that sends uncertain cases to a person for review.
Redesigned overlapping categories before training and evaluating a ModernBERT classifier.
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Leave uncertain cases to a person
Looking for the full technical detail? Read the existing case studies ↗
Background
My work combines product building, analysis, teaching, and community leadership.
Building an early-access product for capturing and testing expert judgment.
MS in Business Analytics & AI · Dean’s Scholarship.
Helped organize applied AI workshops and a buildathon.
Designed communication programs for adult professionals.
Resumes
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More work
Additional apps and prototypes, with links to try them or read the code.