I am a last-year PhD student in machine learning and computer vision at Conservatoire National des Arts et Métiers in the Vertigo team and at valeo.ai, under the supervision of Nicolas Thome and Patrick Pérez. My research interests include reliability, uncertainty estimation, robustness, and domain adaptation for autonomous driving applications. Previously, I worked as a computer vision engineer at Earthcube and beforehand as a research intern at Heuritech. I graduated from Master 2 Data Sciences at Ecole Polytechnique in 2017 and I obtained a master’s degree in computer science from Ecole Centrale de Lille in 2016.