Work
Rebuilt the developer platform that 100% of global engineering ships through — from a conventional CI system into one that perceives, reasons, and acts.
2.2M minutes of toil eliminated · CI queue 4h → 15m · failure detection 126s → 3s
Internal developer tools get built, announced, and ignored. How I drove org-wide adoption by designing with human behavior instead of against it.
Org-wide adoption driven by pull, not mandate
Shipped the first ML product into a regulated production environment at BD, where every model output carries clinical risk and every decision must be auditable.
$890K annual impact · first ML product in regulated production