Hackathon wins, course projects and personal experiments. Most live on GitHub, a few have been blessed with awards from people I respect.
Our team's submission to the Scotiabank UofT Big Data & AI Competition. A two-stage anti-money-laundering pipeline scoring 61,410 customers with 90% recall by combining unsupervised anomaly detection with FINTRAC and FinCEN derived domain rules.
An interactive data story exploring how demographics shape access to nursing and residential care across six Canadian cities.
An exploratory data analysis of 1,000+ simulated city residents from VAST Challenge 2022, asking whether more money actually buys more happiness.
Winner of the Snapchat Prize at Hack the North 2025. Turns a handful of trip photos into a five-panel themed storyboard you can step into on Snap Spectacles AR.
Turn-based Pokémon battler simulator written in Java. Allows players to engage in exciting battles using various Pokémon. The simulator is designed to provide a realistic and engaging Pokémon battle experience, complete with different moves, strategies, and outcomes.
A collaboration with U of T's Machine Learning Group. Researchers can ask forecasting questions, the system gathers relevant data, runs it through a custom model, and visualizes the cognitive biases baked into the answer.
Tetris implemented from scratch in MIPS assembly language, rendered to a bitmap display in the Saturn IDE. Rotation, line clears, pause, the whole thing, with zero abstractions between me and the registers.
A 3D interactive graph of the world's languages, built from two Kaggle linguistics atlases. Spanning-tree and traversal algorithms surface how language families branch, drift and intersect across continents.
A browser-based virtual office where you walk an avatar between rooms. Stepping into a room drops you into a live voice and video call with everyone else inside, no Zoom link required.
An iOS weather app pulling live conditions from the OpenWeather API for any of 200,000+ cities, plus GPS-based local weather. Built around MVC and the Delegation pattern as a first proper Swift project.
A lightweight tool for hand-drawn frame-by-frame animation, the same one used to generate the wavy sketch animation playing in the background of this site. Onion-skinning, brush tools, and export to looping video.