Workshop

Models 40 years of Gulf of Mexico hypoxic dead zone data, tracing the causal chain from Midwest agriculture to ocean oxygen collapse.

A lightweight reverse proxy that scores incoming HTTP requests to detect and mitigate bot traffic without third-party services.

A U-Net model that reconstructs diagnostically useful MRI images from undersampled k-space data, reducing scan time without sacrificing image quality.

Predicts optimal planting windows for any location on Earth using 30 years of ERA5 climate data and a composite scoring model.

Urban heat island analysis pipeline built on a decade of NASA satellite data, modeling the tree canopy needed to cool Toronto neighbourhoods by 2°C.

A Flask API serving random Calvin and Hobbes quotes as JSON, built for easy integration into projects that need a touch of whimsy.

A full-stack web app that lets you discover books through a swipe-based interface, tracking preferences by genre and preventing duplicate cards.

Models multi-layered environmental dependencies—dead zones, food webs, and atmospheric drift—to predict how local structural collapses cascade across global ecological boundaries.

Investigates whether commodity momentum statistically precedes sector equity momentum using Granger causality, VAR modeling, and a signal-based backtest.

Interactive visualization of stopping-time landscapes for the Collatz Conjecture, with original research angles on sequence behavior.

A Python implementation of the MapReduce programming model from scratch, applied to large-scale document processing.

A ground-up implementation of a Redis-compatible in-memory key-value store written in C.

A Rust implementation of the AWK text-processing language, rebuilding the core pattern-action model from scratch with modern memory safety guarantees.