I build data & AI that ships.
What I do
Where I’m at my best
Build solutions, not just platforms
Not only data & AI platforms (Snowflake, Databricks) — the full applications on top that solve the real business problem, built end to end.
Ship applied AI with a business case
Production AI and ML tied to real outcomes — not science projects. If it doesn’t move the business, it’s not worth shipping.
Bring a product & finance lens
I treat data and AI as products, and I care whether the work pays for itself.
Lead — and still build
I set strategy and grow teams — and I still step in and build when it’s needed.
Domain
A decade in regulated energy
From NRG Energy to ONE Gas, I’ve spent 11+ years building data and AI inside regulated energy and utilities — where compliance, auditability, and safety-critical outcomes aren’t features, they’re table stakes. I’ve shipped public-safety ML, owned regulatory and revenue-recognition data products, and built AI governance across three separately regulated gas utilities.
- $3M+
- data-platform budget owned
- 90%
- faster analytics vs. on-prem
- 3 pods
- data science · engineering · product
- 11+
- years in regulated energy
Selected work
What I’ve shipped
Platforms, models, and AI in production — a few worth a closer look.
Writing
Recent notes
Let’s talk.
Speaking, an idea worth kicking around, or just to connect — I read everything.
Get in touch