Data science · Software engineering · Ontario, Canada

I build clear, useful systems from complex information.

I'm a Data Science and Software Engineering student at Western University, currently working in data science at the Electrical Safety Authority.

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Experience

2023 — Present
HackathonsFour events · Selected experiencesExplore
ETHGlobalHackathon experienceHack the NorthHackathon experienceSpurHacksHackathon experienceEasyA × Consensus TorontoHackathon experience

Offers

Career milestones
Mackenzie InvestmentsOffer received

Projects

GitHub archive
Featured projectEV charging gap modelView repository ↗

A two-stage hurdle model that finds Canadian cities short of fast DC charging, then sizes the shortfall. A prescriptive layer turns each predicted gap into charger counts, urgency tiers and costs, and a mixed-integer solver picks the highest-impact sites that fit a fixed capital budget.

2,982Cities scored1,032Chargers prescribed20Models per stage0.96Holdout R²RtidymodelsSHAPShinyMILP / GLPKdeck.glPythonSelected workBrowse the build archive.Data products, machine learning experiments, and software tools—all in one place.View on GitHub ↗

About

More than a résumé

My work sits where data, software, and product thinking meet. I've built data pipelines, machine learning models, dashboards, and AI tools that make information easier to understand and act on.

I'm especially interested in practical machine learning: systems that leave the notebook, reach real users, and improve how decisions get made.

Away from the screen, you'll usually find me playing badminton, lifting weights, or analyzing market trends.