The AltaML Chapter
Since 2025, I've shipped agentic AI products across seven industries: commercial mortgage underwriting, homebuilding, general contracting, private equity, trucking, metal fabrication, and engineering consulting. I go on-site, live in the customer's workflow, and ship something that actually changes how they work.
How I build these
Shadow Users
Learn the workflow firsthand
Identify Problems
Prioritize by impact, time, and risk
Nail the Evals
Define how to measure trust
Build a Prototype
Ship fast, gather real feedback
Experiment
Test the backend against ground truth
Deploy in Phases
Ship highest-impact features, then measure
Plus the job every PM does: point of contact between the client's leadership and AltaML's, leading the developers on each build, running discovery through deployment.
The work
Beyond the client work
watch the recap
2,000 people worldwide die by suicide every day. I organized a company challenge to raise money and awareness for mental health: 2,000 push-ups in 20 days. Got 40 people to sign up, raised $12K.
Reach out if you want to see the pitch video 👀
An internal hackathon to make the company more productive. Our team built a tool that searches past projects across Drive and GitHub so nobody re-solves a problem someone already cracked. Made a Fight Club themed pitch video for it. Won Audience Favourite.
“Building stuff is getting easier. The moat is figuring out what to build and distribution: getting it in front of the people who actually need it.”
what I keep coming back to