Assistant Professor at CREATIS Laboratory (University Lyon 1): machine learning for medical imaging (interpretability, realistic simulations, motion estimation, lungs segmentation, multi-modal computer aided diagnosis). Sparse and quantized neural networks. Semi-supervised active deep-learning and transfert learning. PhD in 3-D ultrasound probes optimization. PhD in acoustics: stochastic optimization and information processing for 3-D ultrasound probe optimization.