Experience owning firmware, embedded software, BIOS, or operating system release and deployment programs at fleet scale Experience with server hardware or data center infrastructure, including hardware qualification and validation with manufacturing partners Experience with CI/CD pipelines, staged rollout and canary strategies, and change safety mechanisms for software or firmware deployments. Writing down a gate that only existed in people's heads, replacing a manual status roll-up with something automated, tightening a handoff between two teams that keeps slipping, updating the release schedule as reality changes.