about.

Hey — I'm cvam. DevOps engineer (2+ years), currently doing a masters in AI/ML. Postgres true believer. Writes weekly. Ships code daily. Forgets things often, hence this site.

What this is

A weekly-ish log on devops, postgres, security, and a masters-in-progress in ML. Notes I write so I remember. Published so maybe they help someone else too.

Topics I cover

  • ML — notes, derivations, and half-baked ideas from my masters
  • DevOps — infrastructure, CI/CD, Kubernetes
  • Postgres — queries, replication, indexing
  • Security — threat models, hardening
  • Resources — books, papers, courses, tools I actually use

Currently

Learning Reinforcement Learning. Not sleeping enough.

Find me