Exploring human movement, mathematics, and the mind.
I develop computational frameworks to understand how mechanical stress and injury reshape brain structure, movement, and physiological regulation. My work bridges head impact exposure, neuroimaging, and multimodal wearable data to reveal the latent dynamics of injury, adaptation, and recovery.
Focus Areas
Brain–Body Interaction
Neural and autonomic responses to fatigue and head impacts.DTI · MRI · HR Dynamics · Biomechanics
Multimodal Modeling
Modeling structure and dynamics from heterogeneous sensor data.IMU · GPS · ML · Dynamical Systems
Translation & Tools
Open-source software and clinically meaningful movement metrics.Python · JS · Kotlin · Validation · Deployment
Experience & Education
Current Positions
PhD Researcher | CIUSSS–NIM
Modeling TBI in sport (HR, GPS, IMU, MRI).
Data and Machine Learning Systems Developer | Neurocognition & Mobility Lab (UWaterloo)
Building reproducible data systems for academic research.
Lead Data & Sport Scientist | Sport Performance Analytics Inc.
Quantitative modeling and software development for soccer performance analytics.
Education
PhD (in-progress) — Bio-medical Sciences
Université de Montréal
MSc — Neuroscience
University of Waterloo
Hon. BSc — Math & Physics
University of Toronto