Hemroda Martin · Portfolio and evidence
Two parallel paths on one foundation: IT service management, major incidents and root-cause analysis.
I run a bare-metal Kubernetes homelab with a GPU node, and I’m learning to turn AI regulation (EU AI Act, DORA, NIST AI RMF) into controls that can be checked. Every claim on this site links to its proof.
Start with a path
Build
Running the platform AI workloads depend on: bare-metal Kubernetes, a GPU node, automation with Ansible, and the monitoring and recovery work that keeps it all up.
Start here
Coming next
Audit
Checking that AI systems are run under control: EU AI Act risk tiers, DORA incident handling, the OWASP Top 10 for LLM applications, and evidence an auditor can verify.
Start here
Coming next
Shared foundation
ITIL 4 · major-incident and problem management · root-cause analysis · post-mortems · committee reporting. The homelab is where the two paths meet: I build it, then audit it.
| Skill | Evidence | Type | Date |
|---|---|---|---|
| Major incident & recovery | The Read-Only Lockdown: recovering a bare-metal node from a kernel panic | Incident write-up | 2026-04 |
| Root-cause analysis | When Kubelet Dies Silently: diagnosing container runtime failures | Incident write-up | 2026-05 |
| Risk & exception management | A Time-Boxed Security Exception: Kubernetes apt signatures on Debian 13 | Risk record | 2026-02 |
| Platform architecture | The Chicken-and-Egg Deadlock: bootstrapping Kubernetes 1.29+ with kube-vip | Design note | 2026-03 |
| Automation (IaC) | Embracing the False Positive: handling SSH drops in Ansible | Runbook | 2026-02 |
| Regulation to controls | EU AI Act: map of my study notes | Study notes | 2026 |
| IT service management | ITIL® 4 Foundation | Certification | Jun 2026 |
kubernetes · troubleshooting
infrastructure · kubernetes
kubernetes · architecture