Work
Things I have designed, built, or led, across data, AI, and the products built around them.
Turning a static safari brochure into the back-office behind it
How I rebuilt a Tanzania-based operator's web presence as a marketing site and a real back-office, with Claude wired into the admin screens where the operator actually works.
Read the case study →A case study from one summer building an AI system inside a Microsoft-native enterprise.
The accuracy figure on my March Madness platform was leaking. What it took to notice, months after I had published it.
A hearing-aware audio platform that measures how a given pair of earplugs changes what you hear, then filters your music to match, built on a Redis-free Postgres job queue.
A medallion pipeline on AWS (Bronze, Silver, Gold) that cut query latency about 16.5× (10.9s to 0.66s) and data scanned from roughly 420 MB to 2 KB, built as a graduate course capstone (DATA 516) on synthetic data.
A ten-year analysis of Seattle crisis contacts where CIT certification was associated with more force, not less, and an account of what that does and does not mean.