
I worked directly with patient safety directors at a Regional Health System to understand core workflows, identify the highest-leverage starting point for AI, and turn that strategy into a working product.

I designed and shipped an AI shopping agent that helps customers navigate complex purchases and make better decisions before they buy.

I redesigned service discovery and introduced services into search for the first time.

Designing systems that manage multi-package shipments across Amazon’s logistics network.

What happens when sales AI stops advising and starts acting? This prototype explores governance infrastructure for autonomous revenue systems, showing how deterministic replay can reconstruct exactly why an automated forecast decision occurred.

As AI systems begin influencing clinical coding and claim submissions, organizations must be able to reconstruct how those decisions were made months later. This prototype demonstrates execution-layer governance that preserves AI decision artifacts and enables deterministic replay during claim appeals and compliance reviews.

