Senior Staff Engineer
Grubhub
Technical lead for Pathfinder, the vehicle routing platform handling 1.5 billion requests per day.
- Led a team of 5 engineers building real-time traffic, map matching, and drive time polygon services
- Designed Just-In-Time order dispatch to time kitchen starts based on courier arrival predictions — applied to over 200 million orders
- Built actor-based simulation modeling realistic order and courier behavior in pre-production, catching bugs that previously went undetected until production
- Discovered a systemic regulatory compliance violation carrying eight-figure liability across multiple state jurisdictions; implemented geofencing controls to remediate
- Built MCP servers connecting AI tools to internal systems — self-directed work that spread organically across engineering teams