I am a postdoctoral researcher in deep learning and computer vision at EPFL in the Visual Intelligence for Transportation (VITA) lab, advised by Prof. Alexandre Alahi. My research objective lies in advancing the state of AI by building learning systems that are robust, reliable and aligned with shared human values. In particular, I am currently investigating how to leverage the recent advances of LLMs in multimodal learning for autonomous driving applications.

Before joining EPFL, I completed my PhD thesis on robust deep learning for autonomous driving in March 2022 at Conservatoire National des Arts et Métiers and valeo.ai. I was fortunate to benefit from the supervision of Prof. Nicolas Thome and Dr. Patrick Pérez. Prior to my PhD, I worked as a computer vision engineer at Earthcube and 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.

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