Selected Work
Google Cloud AI, 2015–2026
Gemini Enterprise: Keynote Demos & the Tools Behind Them
Shipped the Cloud Next '25 Conversational Commerce keynote demo in under a week using my own velocity tools (Figma MCP server, MCP-generated Material library, AI coding agents), then turned that recipe into a team environment that powered the '26 Marketplace partner keynote — and seeded the org-wide GHE platform.
GitHub Enterprise Platform & vibe CLI
Led the migration of Cloud UX Engineering from Git-on-Borg to GitHub Enterprise. Built the vibe CLI toolkit (189 commits) that turns a standard Google workstation into a prototyping environment — from machine identity to project scaffolding to Cloud Run deployment.
AI Media Pipelines: UXR Platform & Dubbing Studio
Two full-stack AI platforms that share a pattern: AI does the heavy processing on video content, and purpose-built interfaces let humans verify and steer the output. The UXR pipeline automates research analysis (48x speedup); the dubbing studio handles AI-translated audio editing.
Columbia University: Beyond the Cursor
Invited presentation at Columbia University CS Department on agentic development — how coding shifted from autocomplete to autonomous execution, and what that means for engineering practice.
Deep Dives
Architecture and design write-ups.
Agentic Control Plane
Designing steerability and observability for long-running AI systems — trace-tree dashboards, HITL checkpoints.
Pipeline Architecture
How the 9-pass UXR pipeline works: sequential agents, evidence extraction, adversarial judging.
Tools & Experiments
CLI tools, prototyping workflows, and side projects.
Figma MCP Server
A Python MCP server that exposes the Figma API to AI agents — cross-file component resolution, simplified YAML output, targeted node fetching. Built months before Figma shipped their official MCP.
Zipline: Prototype Deployment
A Jetski skill that automates prototype deployment — packages and uploads a local prototype to a public URL with a single command. Adopted by the broader UXE community.
GE4X: Grounded AI Demo
Full-stack demo app showing Gemini grounded in Google Search and Google Maps. Query any website, get cited answers from its content. Includes a 'publish' preview and 80+ component Material Design 3 library shared across projects.
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