Developer productivity
I have led teams focused on developer productivity and internal platform capabilities, with particular depth from Snap and Docker. That includes tooling, workflows, platform ergonomics, and the practical systems that help engineering organizations move faster.
AI-native engineering
I lead work at the frontier of AI-driven development, including AI tools, secure enablement, and MCP platform capabilities. I can help teams move from interest in AI to durable, high-signal implementation.
Hands-on technical depth
I have spent years in engineering management, but I am not removed from the work. I can operate at the system, architecture, and code level, especially in backend systems, cloud infrastructure, platform design, and performance-sensitive services.
Performance-critical systems
My background includes low-latency systems, data collection pipelines, bandwidth-constrained transmission, and optimization work where efficiency, reliability, and operational tradeoffs matter.