Heyo, I'm Domenic.

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

Recent projects

Project portfolio

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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

Data Science & Analytics

Data science app using Python and Streamlit to visualize sentiment from NHL fans and insiders on Twitter.

Non-technical articles

all-projects talks machine-learning mlops

A talk on how we modernized lululemon's audience segmentation - and where agentic AI takes it next.

all-projects

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

all-projects events

Second review of of the 2020 SFU BADM Hackathon & Industry Forum