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About

Hi, I'm Aiden

About

I'm a fourth-year Medical Bioinformatics student at Western, finishing in April 2027.

Most of what I build starts the same way. I go looking for the question underneath the one I was handed, build the thing that answers it, and say how far the answer actually goes. A 3D biomechanics pipeline where missing joints get flagged rather than filled in. A diagnostic assistant that answers from cited sources and refuses the cases it isn’t confident about. A health-economics model of whether a genetic test is worth ordering in the first place.

The subject matter moves around. Plant pathology, golf swings, Ontario lab policy, Canadian housing data. The method doesn’t.

Outside of that I coach U13 lacrosse in Simcoe, play hockey, and run a science YouTube channel that has picked up about 20 million views.

Education

BMSc, Medical Bioinformatics (Honours Specialization)

Western University · Expected April 2027

Honours thesis (MBI 4985E): cost-effectiveness of the JAKPOT rule, supervised by Dr. Lauren Cipriano and Dr. Benjamin Chin-Yee.

Tools

Languages

Python (pandas, scikit-learn) · R · SQL

Modelling

XGBoost · Elastic Net · SHAP · clustering · Markov decision models · measurement reliability

AI & vision

Claude API · retrieval & embeddings (pgvector) · RTMPose · OpenCV · stereo calibration · 3D kinematics

Building

Streamlit · Postgres · Google Cloud · Git · Excel

Graduating

April 2027 · Western University

Based

London, Ontario

Domains

Healthcare · Agriculture · Sport · Public data