Expertise

Five areas I go deep on

Each page lists the architectural invariants I hold, results with numbers, and the tools.

Locking, sharding and data models that hold up at peak traffic.

SQL tuning, indexing, caching and memory engineering, measured with OpenTelemetry.

Terraform, Atlantis, ArgoCD and Kubernetes paved paths with read-only cloud access.

Cost visibility and architecture changes that cut spend without cutting reliability.

Reusable CI/CD, onboarding tooling and AGENTS.md review rules.

14 years across General Motors, Life360, Upstart, CodeObjects and Oracle.