Steve Darius NDE NOUMICloud, DevOps & AI Platform Engineer

Writing · 1 article

Notes from the platforms I run.

What I learn designing, building and running AI platforms, told from the field: the need, the mistakes, and what changed.

October 24, 2026 · 4 min read
Why researchers ignored our GPU platform, and what made them adopt the next one
My first GPU platform went live, and researchers barely used it. Here is what I heard when I asked why, and what changed when I rebuilt it around how they already work.

Open to AI Platform, DevOps and Forward Deployed Engineer rolesLet’s build what runs next.contact@stevenoumi.com