Sébastien Crouzet Email & Phone Number

Toulouse, Occitanie, France

Toulouse Area, France

Toulouse, Midi-Pyrénées, France

- R and Python technical expert on machine learning projects for energy and insurance companies- AI and deep learning evangelist inside the company- Assisting clients to define relevant data science use cases- Tech-Lead for the skill improvement of collaborators on AI and machine learning- Participating in proposals on the topics of data science, machine learning and AI

Toulouse Area, France

- Used electroencephalography (EEG) in human subjects and machine learning techniques to study the dynamics of visual attention.- Supervised 3 master students.

Berlin Area, Germany

- Developed and published Matlab code to perform classification analyses based upon topographic EEG data (https://github.com/scrouzet/classifyEEG).- Applied these methods to a new sensory modality: gustatory perception. This study has been a cornerstone paper in this field, published in Current Biology.- Taught R to a group of Ph.D. students and post-docs at the Berlin School of Mind & Brain.- Supervised 1 master and 1 Ph.D. student.- Published 4 scientific articles in international peer-reviewed journals.Keywords: recurrent processing, visual masking, electroencephalography, machine learning

Providence, Ri, Usa

- Combined behavioral, neurophysiological and computational methods to understand mechanisms of perceptual decision-making during the perception of complex visual scenes.- Developed Matlab code to apply machine learning techniques (regularized logistic regression & SVM) to neurophysiological and behavioral data.- Wrote Python code to compute and store the output from computational vision models (including hierarchical neural networks) for a massive number of natural images.- Wrote Matlab code to interface an experimental computer with an Eyeling eyetracking system.- Supervised 2 undergraduates students and worked in close collaboration with 2 Ph.D. students.- Published 5 scientific articles in international peer-reviewed journals.

Toulouse Area, France

- Developed a new behavioral protocol based on eye movements that allowed to study how humans can "immediately" recognize objects in natural scenes.- Developed Matlab code for running behavioral / eyetracking experiments and analyzing the data.- Developed R code for statistical analyses.- Used SVM and image analysis techniques to link our behavioral data to specific image features.- Published 4 scientific articles in international peer-reviewed journals.

Ph.D., Neurosciences

Master, Cognitive Science, Mention Bien

Licence, Cognitive Science