Pierre received an engineering degree in Applied Mathematics and a Masters degree in Operations Research from Ecole Polytechnique, in 2013. After working in algorithm development for Credit Suisse in London, he joined the Computer Vision Laboratory at Ecole Polytechnique Fédérale de Lausanne. He finished his doctoral degree in early 2018 under the supervision of Prof. Pascal Fua and Francois Fleuret. His research focused on Deep Structured Learning and Variational Inference applied to Computer Vision and CAE. During his PhD, he published multiple papers in top-tier Machine Learning conferences. After his doctoral thesis, Pierre founded Neural Concept in 2018, where he is currently working as CEO.