Movement analysis from video
Estimating gait parameters from ordinary video using computer vision.

I’m a co-founder of Gosset, a pharmaceutical intelligence platform. My work there draws on a background in statistics, machine learning, and developing software for healthcare.
My academic work is focused on machine learning and statistics, particularly their applications to biomechanics and health. At EPFL and Stanford, I worked on functional time series, learning analytics, and movement analysis from video. I’ve also brought that research background into healthcare software as a co-founder of Saliency.ai, a medical imaging platform, and a Director of AI at Clario.
Estimating gait parameters from ordinary video using computer vision.
Musculoskeletal simulations and the NeurIPS challenges in learning to run and AI for prosthetics.
A platform for applying the style of a painting to a photograph.
Studying what house images reveal about car accident risk and the implications for privacy.
In Journal of the Royal Statistical Society: Series B (JRSSB)
Digital education & learning analytics at EPFL (2014); multivariate analysis (2014) and stochastic models (2012–2013) at ULB.