Cloud Ape’s GPU infrastructure expertise: NVIDIA GPU Operator for declarative driver and container toolkit management, Kubernetes device plugin for GPU scheduling, resource quotas for multi-tenant clusters, DCGM exporter for GPU metrics, and cost optimization through utilization tracking.