Practical, implementation-minded AI guidance

I'm an AI engineer with years of hands-on experience building automations, agent workflows, and internal tools. My focus is not AI hype or abstract theory. I help teams understand what AI can realistically do, where it breaks down, and how to turn promising ideas into safe, useful systems that save real time.

Before advising, I build. That means recommendations come from shipping real automations — not slide decks about what AI might do someday. I work with small and mid-sized teams that want adoption to be practical, measurable, and grounded in how people actually work.