Heyo, I'm Domenic.

A full-stack Data Scientist with passion for building decision-intelligence products.

Recent projects

Project portfolio

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Machine Learning

How our team turned a high-maintenance ML platform into one anyone can ship on - and where agentic AI takes it next.

Data Science & Machine Learning

An end-to-end NHL analytics platform - from raw API to a calibrated xG model and a live app.

Machine Learning

A deep-dive on the expected-goals model behind datarena - calibration, temporal validation, and walk-forward scoring.

Data Engineering

A data engineering journey towards modernizing NHL data

Non-technical articles

all-projects talks machine-learning mlops

Recapping a Data + AI Summit talk on modernizing lululemon's audience segmentation - and where agentic AI takes it next.

all-projects talks data-engineering data-science

What it was like to bring a hobby project onto the Seattle Kraken's analytics stage - and rebuild public NHL data the way a real tech company would.

all-projects

My take on what it means to be a full-stack analytics professional.