Faculty of Health, Medicine and Behavioural Sciences
Availability:
Available for supervision
Media expert
Research Fellow at The University of Queensland specialising in wearable and human movement analytics, with expertise in signal processing, applied machine learning, and real-world validation.
My work focuses on how movement, stress, sleep, and pain interact over time, using longitudinal modelling and wearable sensors to study mechanisms behind chronic pain flare-ups. I build data pipelines and analytical frameworks that make wearable-derived measures more reliable in free-living conditions.
Key areas:
Wearable sensor analytics (IMU, GNSS, heart rate and HRV)
Signal validation and benchmarking in real-world settings
Longitudinal modelling of behaviour and physiology
Field-based biomechanics and endurance movement research
I also lead Metric Trails, a research and standards effort focused on high-precision trail measurement and terrain analytics to improve reproducibility, safety, and fairness in trail and mountain running research.
I collaborate with academic and industry teams interested in wearable validation, study design, and robust modelling for real-world health and performance applications.
