Passed the NCA-AIIO exam — NVIDIA-Certified Associate: AI Infrastructure and Operations, issued July 31, 2026.

Part 2 of the NCA-AIIO home lab series: eleven GPU labs on DCGM, time-slicing, Triton, TensorRT, scheduling, and profiling.

Eleven hands-on GPU labs on the NCA-AIIO home cluster: DCGM, time-slicing, Triton, TensorRT, scheduling, and CUDA profiling in WSL2.

New long-form guide: build an NVIDIA Kubernetes lab on an old gaming laptop for NCA-AIIO exam prep. Read the full walkthrough.

Turn an old Windows gaming laptop into a Kubernetes AI lab to prepare for the NVIDIA-Certified Associate: AI Infrastructure and Operations (NCA-AIIO) exam.