Deep technical fluency in core platform and infrastructure domains: cloud platforms (AWS, Azure, GCP), Kubernetes, databases, networking, observability, CI/CD, and platform/service frameworks. Experience driving at least one of: a cloud migration at scale, a major infrastructure cost program with measurable financial impact, an internal platform buildout, or a comparably large horizontal platform/infrastructure initiative.