Experience

NeuroKyma

• France
• Research
• 1 - 100 Employee

• Biosignal processing Engineer & Project Manager

  • Jan 2023 - Present

  - Machine Learning/Signal Processing R&D : Implemented state-of-the-art pipelines for EEG- based emotion recognition (preprocessing & classification algorithms) - Python. - Project manager for EEG source connectivity analysis. Developed from scratch a library using the modified Kmeans clustering method to segment and track the dynamics of brain functional connectivity. The goal is to obtain the distinct networks sequentially involved during a cognitive task. - Machine Learning/Signal Processing R&D : Implemented state-of-the-art pipelines for EEG- based emotion recognition (preprocessing & classification algorithms) - Python. - Project manager for EEG source connectivity analysis. Developed from scratch a library using the modified Kmeans clustering method to segment and track the dynamics of brain functional connectivity. The goal is to obtain the distinct networks sequentially involved during a cognitive task.



Indépendant

• Online course & Personal Project in Machine Learning and Neural Signal Processing

  • Jun 2022 - Dec 2022

  Github projects : - « Brain signals classification sandbox » - « Offline and online EEG motor-imagery decoding » Github projects : - « Brain signals classification sandbox » - « Offline and online EEG motor-imagery decoding »



EPFL (École polytechnique fédérale de Lausanne)

• Switzerland
• Higher Education
• 700 & Above Employee

• Neuroscience Software Developper

  • Apr 2020 - May 2022

  - Set up and maintained the computational pipeline generating the BBP mouse brain cell atlas data (as NRRD volumes, OBJ meshes) - Snakemake. - Built the modules responsible for the curation and integration of the atlas-related data in the BBP Knowledge Graph - Python. - Set up and maintained the computational pipeline generating the BBP mouse brain cell atlas data (as NRRD volumes, OBJ meshes) - Snakemake. - Built the modules responsible for the curation and integration of the atlas-related data in the BBP Knowledge Graph - Python.



EPFL (École polytechnique fédérale de Lausanne)

• Switzerland
• Higher Education
• 700 & Above Employee

• Master Thesis

  • Mar 2019 - Nov 2019

  Translational Neural Engineering Laboratory (TNE) : Improving sensory feedback from neuroprostheses with effective cortical connectivity analysis underlying tactile stimulation of the median and ulnar nerves (signal processing and analysis done on Matlab). Presented the preliminary results at the 2020 42nd IEEE EMBC, DOI : 10.1109/EMBC44109.2020.9175244 Translational Neural Engineering Laboratory (TNE) : Improving sensory feedback from neuroprostheses with effective cortical connectivity analysis underlying tactile stimulation of the median and ulnar nerves (signal processing and analysis done on Matlab). Presented the preliminary results at the 2020 42nd IEEE EMBC, DOI : 10.1109/EMBC44109.2020.9175244



Laboratoire Traitement du Signal et de l’Image (LTSI)

• France
• Higher Education
• 1 - 100 Employee

• Research project on Brain-Computer Interface (BCI)

  • Nov 2018 - Feb 2019

  Development of a classification algorithm based on covariance matrices and Riemannian geometry applied to motor imagery signals recorded via EEG - Matlab. Development of a classification algorithm based on covariance matrices and Riemannian geometry applied to motor imagery signals recorded via EEG - Matlab.



IFOTEC

• France
• Telecommunications
• 1 - 100 Employee

• Technician, electronic production

  • Jul 2018 - Aug 2018

  Electronic test, troubleshooting and repair on fiber optic transmission systems. Electronic test, troubleshooting and repair on fiber optic transmission systems.



G2Elab

• France
• Research Services
• 1 - 100 Employee

• Master 1 internship

  • Apr 2018 - Jun 2018

  Development of a characterization test bench (user interface on Labview) for magnetoelectric composites. Development of a characterization test bench (user interface on Labview) for magnetoelectric composites.



GENAVIR

• Maritime Transportation
• 100 - 200 Employee

• Apprenticeship (Co-op), electronic and computer engineering technician

  • Sep 2013 - Sep 2015

  Creation of an embedded user interface (Labview) dedicated to communication with the underwater robot (ROV) Victor 6000. Cable diagnostic with reflectometry. Creation of an embedded user interface (Labview) dedicated to communication with the underwater robot (ROV) Victor 6000. Cable diagnostic with reflectometry.