Building practical AI without the hype.

I am an Applied AI Strategy Leader specializing in Enterprise AI architecture, Responsible AI governance, and operationalizing machine learning for tangible revenue growth.

Jay Bakshi is my personal publishing space and essay archive. I started this site to cut through the noise of the current AI hype cycle. Here, I focus on the hard realities of production AI: data maturity, operational containment, and defensible unit economics.

What I publish

Field notes on enterprise strategy, system architecture, and the intersection of human judgment and machine scaling. Occasionally, I also share photography and thoughts on the craft of writing.

The Philosophy

Transformative technologies are never defined by the grand claims of their vendors. They are defined by the unglamorous, disciplined work of the practitioners who operationalize them. This site is dedicated to that work.