I work as a DevOps engineer, mostly around cloud infrastructure, AI, and automation. I like understanding how systems actually behave in the real world—what breaks, why it breaks, and how to make it simpler and more reliable.

I write to document what I learn, mistakes I make, and patterns that work (and don’t). Most posts come from hands-on experience with AWS, Azure, CI/CD, AI|ML, and production systems—nothing theoretical, mostly practical.