Archive Project
NLPure
First-place text toxicity detection project from McGill CodeJam.
A text toxicity detection project built with machine learning and a lightweight web interface.

Kerasscikit-learnReactNode.js
What it does
NLPure focused on detecting toxic language and turning a machine learning workflow into a usable product experience.
It was a compact project, but a useful demonstration of combining model work with practical delivery constraints.
Why it matters
The project reflects an early pattern in my work: taking technically interesting systems and shaping them into something understandable for end users.
It also gave me experience working across ML tooling and product implementation in the same build cycle.
Links
Next step
Interested in this kind of systems work?
Review my resume or get in touch directly.