About Me#
I am a French engineer who started a PhD in neuroscience. I work at the Functional Brain Mapping Lab where I study brain wave (EEG). As a researcher, I am particularly interested in EEG microstates for both their theoretical approach and their clinical application and currently develop a framework for using these biomarkers as targets for neurofeedback therapies, with a special focus on attention deficit and hyperactivity disorder.
As a researcher engineer, I try to play my part by making analysis tools and techniques accessible to the largest number of people. I have the deep conviction that this is the key element that will advance our knowledge about the brain. That is why I actively participate in the development of the open source python ecosystem: I contribute to libraries such as nipype and MNE, and complement them with libraries I wrote such as Pycartool and Pycrostates.
Work Experiences#
Provide automated workflows for analyzing neurofimaging data.
Provide services for curation, preprocessing and analysis of fMRI, EEG and iEEG recordings.
Ongoing PhD research on Training spatio-temporally defined brain activity patterns with EEG neurofeedback.
Development of open-source python libraries for EEG microstates analysis.
Support neuroscience researchers of the Functional Brain Mapping Lab at Campus Biotech
Develop user-friendly Graphical user interfaces for EEG data preprocessing including filters, resampling, ICA processing, interpolation, referencing…
In depth study of artefact cleaning algorithm by mean of large-scale EEG simulation.
Setting up a neurofeedback paradigm for tinnitus treatment (real time):
Creation and optimization of bad channel interpolation and artefact rejection algorithms (ICA)
Scientific data analysis of tinnitus related EEG (offline):
Source estimation
Statistical Data analysis
Design a test bench for EEG connected devices
Improve ERP integration and stock prediction
Developed software for label printing
Regulated the production flow in a wheel manufacturing company.
Education#
Lemanic Neurosicences Doctoral School
Bioengineering and Innovation in Neurosciences (Paristech)
Arts et Métiers