Blog
Building production-grade ML systems on Kubernetes. I care about reliability, observability, and security — not just model accuracy.
Senior Platform & SRE Engineer with 9+ years of experience designing large-scale cloud platforms, Kubernetes infrastructure, and high-volume observability stacks.
I’m drawn to the intersection of reliability and machine learning: where production discipline meets model chaos. I write about the trade-offs, the failures, and the tooling that actually holds up under load.
