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

HashiCorp Certified: Terraform Associate (003) issued by HashiCorp.

GitHub Actions certification issued by GitHub.

Red Hat Certified Specialist in Linux Performance Tuning — verified achievement from Red Hat.

Author copies of the 2nd edition Certified OpenStack Administrator Study Guide from Apress.