Thought Repository.
System Overflow.
Digital Dump.

An end-to-end computer vision system designed to identify optimal IV sites and physically mark them using a coordinated software-hardware pipeline.

Using temporal convolutional networks to segment gait cycles and extract clinically meaningful recovery metrics from wearable sensor data.

A McMaster Biomedical Engineering Technical Team (BMETT) project focused on building full-stack systems, ML pipelines, and firmware to enhance musculoskeletal rehabilitation.

Developing Corkboard with GDSC McMaster to scrape, aggregate, and discover local concerts across Hamilton.

Leading a team competing against 10 universities across Canada — building full-stack systems, ML pipelines, and firmware all at once.

A physics-informed framework for screening peptide candidates - my most interdisciplinary project to date.

Building a Python package that moves statistical computations onto the GPU using openCL — and why.

> Work hard, play hard, rest harder!

When did it become cool to not care?

Somewhere along the lines of "Search Engine Optimization", "User Engagement", and "The Algorithm", we got it all wrong.

Designing a synthetic gene circuit that detects cancer biomarkers in the form of a breathalyser.

Born out of spite, AskJulian taught me to practically apply and deploy machine learning models in the real world.

Competing at the Ontario Engineering Competition after winning 1st at McMaster — predicting pandemic and wildfire outcomes with ML.

DashTab grew to 29,000+ monthly database reads before I had to shut the servers down. Here is what I learned scaling a browser extension.

Presented at the 2024 iBiomed Showcase — a first-year team project that turned into something we were genuinely proud of.

A smart pill dispenser for nursing homes and hospitals

Researched and designed a novel hip implant.