/case-studies

CASE
STUDIES

Deep dives into selected projects — the problem, the approach, the tech decisions, and what actually shipped.

Ambaar

A download manager whose engine verifies itself

✦ Self-verifying updater · rollback on regression · 3 platforms

A portfolio that turned into a publishing platform

✦ Blog, analytics, auth and two apps on one deployment

Three production web platforms for scientific computing

✦ In production · researchers in 15+ countries

One Django API serving a React web app and a React Native mobile app

✦ 1,000+ users · 45% fewer deployment errors

Shipping a vision model to phones that work offline in a field

✦ Sub-second inference on mobile hardware

Comparing classifiers on clinical data, then defending the result

✦ 87.88% accuracy · cited by 13 papers