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Manage distributed machine learning workloads using Slurm and Kubernetes, ensuring cluster operations and mentoring engineers in best practices.

Design, own, and operate front-end network architecture for large-scale AI/GPU infrastructure including DCI, edge, ingress/egress and control-plane. Architect scalable Ethernet, routing, segmentation, and high-availability designs; lead deployments and troubleshooting in new data centers; maintain reference architectures and carrier relationships; collaborate on Kubernetes-centric network solutions and interface with RDMA back-end fabrics.