Delivering infrastructure for high-performance computing brings unique challenges. These include allocating and slicing GPUs, enabling RDMA networking, meeting advanced scheduling needs, tuning for performance, and efficiently scaling platforms like Kubernetes. The complexity increases when solutions must support multiple, dynamic workloads shared across different users.