Enterprise AI & Data Product Leader
Building at the intersection of product, trusted enterprise data, governance and governed AI systems.
I've spent more than a decade working across enterprise technology and product environments in the United States. I'm now going deeper into how trustworthy data, deterministic systems and governed AI agents can work together inside real enterprises.
What I work on
01
Designing useful AI capabilities around real enterprise constraints rather than AI for its own sake.
02
Identity, master data, quality, metadata and context needed for reliable downstream systems.
03
Exploring how probabilistic AI reasoning can operate within explicit evidence, authority and human-control boundaries.
04
Turning ambiguous enterprise problems into products, platforms, workflows and measurable outcomes.
Currently building
An independent engineering project exploring how enterprise AI agents can reason over governed data while maintaining clear boundaries between deterministic evidence, probabilistic reasoning and human oversight.
Explore the project →
The prototype currently combines deterministic entity-resolution foundations, governed agent tooling, structured recommendations and human-in-the-loop stewardship.
Selected experience
Enterprise data marketplace · governance · access · metadata
MDM · Customer 360 · entity resolution proof of concept
Data catalog onboarding · metadata · lineage · governance
Enterprise product ownership · Salesforce · AI-enabled product work
Predictive · recommendation product work
Large-scale retail ML product work
Latest writing
First essays are in progress.
All writing →