Career
Five roles that took me from hardware security to deployed AI.
I started with hardware security at Apple, moved through product and company building, and now work on how large engineering organizations adopt Codex.
Explore the chaptersChapter 01
Roots of trust
Software Engineer to Product Manager
I built secure silicon provisioning systems, then translated deep engineering constraints across security, manufacturing, and product.
Chapter 02
Research before roadmap
Senior Technical Product Manager, SageMaker
I turned customer research and applied science insight into a focused NLP direction for SageMaker Ground Truth.
Chapter 03
Building from zero
Cofounder and Chief Operating Officer (COO)
Visit getbild.comI cofounded and operated a cloud platform for hardware teams, taking it from product thesis to paying customers and enterprise readiness.
Chapter 04
The deployment gap
Head of Enterprise Operations
I built a forward-deployed enterprise practice that helped large organizations move AI from demos into governed production systems.
Chapter 05
The feedback loop
Head of Enterprise Deployment Engineering, Codex
I lead enterprise deployment engineering for Codex, connecting real engineering adoption directly back to the teams building the product.
The throughline