Shipping with less friction
I care about making changes traceable, repeatable, and easier to recover when something goes wrong.
Senior DevOps / MLOps / Platform Engineer
I help teams keep important software running, make releases less stressful, and turn repeated problems into clear, repeatable work.
I am based in Aguascalientes, Mexico, and I am focused on senior remote roles where calm ownership, practical judgment, and follow-through matter.
Over 12+ years, I have supported customer-facing services, internal engineering platforms, and teams that needed reliable systems more than buzzwords.
This site shows that style directly: real homelab work, clear case studies, and small demos that explain how I think about dependable delivery.
Start with the case studies, browse the demo shelf, or read the full CV.
What I bring
I care about making changes traceable, repeatable, and easier to recover when something goes wrong.
12+ years keeping real services healthy for internal teams and external customers, including incidents, maintenance, and support.
The next demo will show how I would run a small model service with monitoring, safe rollout, and rollback. The focus is operations, not research.