About

I’m a DevOps engineer turned AI practitioner. I spend my days building AI-powered solutions, shipping cloud infrastructure, and writing about what I learn along the way.

My background is in cloud engineering — building and maintaining the systems that keep software running in production. Over the past year, that work has increasingly involved AI: directing AI agents, building AI-assisted workflows, and figuring out what this shift means for engineers who want to stay relevant.

What I write about

This site is where I share what I’m building, what’s working, and what isn’t. Topics range across AI and engineering workflows, cloud infrastructure and DevOps, certification strategy (including the Outline Method), and the occasional side project deep dive.

The Outline Method

I developed a structured approach to certification study called the Outline Method. It’s built on the idea that structure beats memorization — and it’s worked across every cloud cert I’ve earned. I occasionally take on consulting clients who want help applying it.

Get in touch

If you want to work together or just say hello, head to the Work With Me page.