Since the start of my career, I focus on improving data science approaches for various healthcare applications. Currently, my AI solutions are used in various hospital departments, ranging from neonatology to elderly care. My pioneering research has won several innovation prices, among which the prestigious Mobile Brain Body monitoring prize (2017), the Martin Black Prize for the best paper in Physiological Measurements (2019) and in the IEEE EMBS Benelux award for best paper in the biomedical field (2021). I have a strong interest in translational research, and advise many healthcare spin-off companies (e.g. Circadian Therapeutics, Albus Health, ArtiQ) on how to embed AI solutions in their product portfolio. I am also currently associate editor for Frontiers in Artificial Intelligence and IEEE Journal of Biomedical Health Informatics and on the editorial board of Journal of neural engineering, and Nature Digital Health..