March 30, 2026 at 10:14 PM

About Me

Hey! I'm Toph — a computer science student at the University of Waterloo.

I have a passion for building cool stuff that makes a real difference for the people using it. As a software engineer, I like moving fast, taking ownership of my work, and bringing ideas to life from start to finish.

I build things that matter.

Where I've worked

Atlassian

Software Engineer

Summer 2026

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Incoming summer '26

Cohere

Data Engineer

Fall 2025

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Optimized high-fidelity RLHF pipelines for over 1,000+ entries
Worked on data quality and evaluation workflows for LLMs

Qolytics

Software Engineer

Summer 2025

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Developed interactive analytics and 3D visualizations
Engineered real-time data pipelines for ML microservices
Built and launched an end-to-end client dashboard MVP

When I'm Not Coding

You'll find me:

Buried in a book or manga

Watching an anime

Questioning my life choices in a League of Legends game

Jamming out to a songs on Spotify

Since you're here, I figured I'd share the vibe too. Hope you like some of my favourites tracks!

March 30, 2026 at 10:25 PM

Projects

Some things I've built or am currently building.

Overseer

Three.jsScikit-LearnNumPy

Bias-mitigation tool that utilizes undersampling on resume datasets to enable more equitable training of automated screening models.

Ledger

Kotlin

Mobile expense tracking and debt management app for friends or groups. Leverages LLMs to automate receipt transcription and convert unstructured financial data into actionable insights.

Carl Friedrich Goose

VapiRedis

Multimodal AI-tutoring assistant that synchronizes screen-state analysis with voice interaction. Sketches real-time explanations with human-like responsiveness.