Ahdi U.

I build things. AI tools, GTM systems, automations, analysis nobody asked for. Some of it works. Most of it teaches me something first.

This channel is where I show the work. Not just finished products, but the part in between: what I thought I was solving, what I actually built, where it broke, and what it took to get it in front of someone real.

I care less about the demo than about what happens after. Building has gotten cheap. Getting something to actually land still isn't. That gap is what I keep running into, so that's what I document.

Background: go-to-market and technical client-facing work at Cisco, Alteryx, and a few AI startups, plus a Northwestern master's in data science.

If you build too, keep up.