Hemroda Martin
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.
Updated
AI infrastructure
AI governance & audit
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.
Knowledge Base
Notes on Kubernetes and AI infrastructure, IT service management, and AI regulation, written once and linked together.
Grouped by path. Click a badge to verify it.
Google Career Badges
Google Career Badges
Google Career Badges
Google Career Badges
AWS
IAPP
A structured certification program or curated track designed to build comprehensive domain knowledge and align with broader professional standards.
A standalone educational module focused on developing specific practical skills, tools, or concepts.