Financial services or other regulated environments; globally distributed engineering leadership; Kubernetes, Terraform, Open Telemetry, Kafka Connect, or PostgreSQL high availability; progressive delivery, developer platforms, policy-as-code, or measurable AI-enabled engineering improvements. Production release-management expertise: Ownership of readiness criteria, CI/CD quality gates, deployment sequencing, and rollback or roll-forward across service, database, and event-schema changes.