Staff IT Systems Engineer, Automations & AI
At Litmus I built the function. At Thumbtack I stress tested it. 1000+ employees, mature platform teams, TPM orgs, real organizational complexity across Engineering, GTM, and People. What I learned was which parts of the operating model I'd built actually held at scale and which assumptions only work when you're the one who built everything from scratch.
My focus sat at the seam between identity, automation, and AI: keeping Okta, Workday, Google Workspace, Slack, and Atlassian coherent under load, and putting governed AI tooling in front of the people who could actually use it. ChatGPT Enterprise, Claude, Gemini, with Credal as the gateway. Policy, model selection, and usage telemetry wired in from day one.
The pattern I kept coming back to was paved roads. When engineers can self-serve through a system that already handles approvals and audit, IT stops being the bottleneck and the controls get tighter, not looser. That's the operating model I'm carrying into whatever comes next.