Design, build, and operate resilient cloud and on-prem infrastructure for MLOps and HPC at global scale. Implement Infrastructure as Code, disaster recovery, autoscaling, observability, and chaos engineering. Provide technical leadership, mentor engineers, define SLAs/SLOs/SLIs, and collaborate across teams to optimize ML and HPC workloads.