Building is solved.
Shipping isn't.
Building AI keeps getting easier. Building the right product is still hard. I build AI agents and MCP integrations that automate the workflows around your product, so you ship faster and engage customers better. Twenty-five years as an engineer and product manager in ML and media tech, with seven US software patents and AI pilots now running inside a Fortune 500.
How I work.
A four-phase engagementAudit.
One week inside the team, learning how the work flows and where it breaks down. No slides, no deliverables.
Diagnose.
Where it's stuck and what won't ship: political, technical, data, scope. Written so you can hand it up the org.
Reframe to ship.
The smallest agent or automation that ships and tells you something true. Often a 30-day build, not 90.
Stand alongside.
Optional ongoing: monthly office hours through delivery. I work with your team, not in front of them.
Twenty-five years shipping.
Track recordTwenty-five years as an engineer and product manager, shipping ML and media systems at Pandora, Yahoo, AOL, SiriusXM, and Slacker. Currently leading AI pilots inside a Fortune 500 media company.
Notes.
Occasional writingHave something you want to ship?
Let's talk.
The best engagements start with a 30-minute call. Tell me what you're trying to ship, and what's in the way. If it's a fit, we'll scope it. If it's not, I'll point you to someone better.