Research

AI and wearable sensing for physiological monitoring research
🧠

AI & Wearable Sensing for Physiological Monitoring

Deep learning models that estimate physiological signals from wearable sensors alone — from running VO2/VCO2 to, now, cardiac indicators. Continuing at UHN / University of Toronto with a focus on heart failure monitoring.

Deep learningTextile-based wearable systemsHeart failure monitoringTransfer learning
Wheelchair and spinal cord injury biomechanics research
🦽

Wheelchair & Spinal Cord Injury Biomechanics

Bottom-up classification of wheelchair propulsion strategies and an open-platform ergometer, built to make exercise assessment accessible for people with SCI.

SCIWheelchair propulsionErgometer designFitness standards
Running biomechanics and footwear research
🏃

Running Biomechanics & Footwear

How shoe design and running form shape performance and injury risk — including the "super shoes" research featured in national media.

Running economyFootwearInjury risk4D-printed soles
Extended reality and assistive HCI research
🥽

Extended Reality & Assistive HCI

Studying how adults with cerebral palsy interact in extended reality, toward more accessible, barrier-free digital experiences.

XRCerebral palsyUpper-limb kinematicsBarrier-free design