I work at the intersection of technology, decision-making, and accountability.

Over the years, I’ve worked with professionals and teams to move beyond experimenting with AI and toward applying intelligence deliberately - where outcomes are owned, not outsourced to tools.

My focus is not on chasing trends, prompts, or platforms, but on first principles: how humans think, decide, and take responsibility when working with AI systems in real-world environments.

This philosophy is captured in Applying Intelligence - an approach that treats AI as an amplifier of judgment, not a replacement for it.

I share additional perspectives and long-form thinking under the banner Applying Intelligence - often referred to as applyingintelligence (dot ai).

You’ll also find my professional background and ongoing work on LinkedIn under my name.