Dr Marion Mundt is a Research Fellow in the UWA Tech & Policy Lab at The University of Western Australia, working with the Australian Institute of Sport to use and validate machine learning techniques to estimate kinematic and kinetic motion parameters from standard two-dimensional video. She received her PhD in Sport Science from the German Sport University Cologne for the application of artificial intelligence to motion analysis using inertial sensors. In 2022, she received the Hans Gros Emerging Researcher Award from the International Society of Biomechanics in Sport for her work in ‘bridging the lab-to-field gap’.