Experience

Pixyl

• France
• Medical Device
• 1 - 100 Employee

• Clinical Research Specialist

  • Sep 2021 - Present

  At Pixyl, our mission is to develop AI-tools for radiologist in order to improve patient care. Some of my responsibilities include: - Conception of medical image analysis pipelines (mainly in python) - Medical data management - AI model research, training and evaluation (pytorch) - Post market surveillance and support - Continuous improvement of solutions based on customer feedback - Scientific presentations and articles (in English and French) At Pixyl, our mission is to develop AI-tools for radiologist in order to improve patient care. Some of my responsibilities include: - Conception of medical image analysis pipelines (mainly in python) - Medical data management - AI model research, training and evaluation (pytorch) - Post market surveillance and support - Continuous improvement of solutions based on customer feedback - Scientific presentations and articles (in English and French)



Université Grenoble Alpes

• France
• Higher Education
• 700 & Above Employee

• Research Associate

  • Dec 2020 - Sep 2021

  - MRI protocol coordination- Scientific writing- Automatisation of exiting pipelines for medical image treatment- Further development of AI anomaly detection methods in MR images

• PhD Graduate Student

  • Oct 2017 - Dec 2020

  Supervisors: Michel Dojat (GIN, INSERM) & Florence Forbes (INRIA)Research project on the extraction of Parkinson's Disease signatures in multiparametric MRI data.- Acquisition and pre-processing of MR images- Image analysis pipeline development : visualization, quality assurance, anomaly detection (statistical and deep learning methods), and classification- Deployment of code on calculation grids and remote machines- Results diffusion: oral presentation, poster design and scientific reports//Directeurs : Michel Dojat (GIN) & Florence Forbes (INRIA)Je recherche des signatures propres de la maladie de Parkinson à partir des données IRM multiparamétriques.- Acquisition et pre traitement d'images IRM- Programmation de modules de post-traitement d'images, détection d'anomalies et classification.- Déploiement du code sur une grille de calcul- Rédaction d'articles et présentation des résultats Show less

• Applied Mathematics Professor

  • Sep 2018 - Jan 2020



Laboratoire CREATIS CNRS

• Région de Lyon, France

• Research Engineer (internship)

  • Feb 2017 - Jul 2017

  Engineering thesis project on the treatment of gyrification measures for the study of epilepsy under the tutorship of Dr. Fréderic Cervenansky and Eng. Sylvain Gouttard. - Review of brain image treatment methods - Extraction and anonymization of medical data from the hospital PACS - Brain MR image analysis with FreeSurfer - Massive data processing via the VIP platform and EGI calculation grid - Statistical analysis of results // Stage de fin d’études sur le traitement des mesures de gyrification dans l’étude de l’épilepsie avec le Dr. Fréderic Cervenansky et Ing. Sylvain Gouttard - Revue des algorithmes de traitement d’image cérébrale. - Extraction et anonymisation automatisée des données médicales. - Analyse d’images neurologiques via le logiciel Freesurfer. - Traitement massif des données via la plateforme VIP et la grille EGI. - Synthèse et analyse des résultats. Show less



Eindhoven University of Technology

• Netherlands
• Research Services
• 700 & Above Employee

• Research Engineer (internship)

  • May 2016 - Jul 2016

  During three months I carried out an internship project in Richard Lopata's research team under the supervision of Niels Petterson to develop a novel ultrasound image fusion and compounding technique for improved functional imaging of abdominal aortic aneurysms. // J'ai travaillé dans l'équipe du Dr. Richard Lopata et Niels Petterson sur le devéloppement d'une nouvelle technique de fusion d’image pour améliorer l’imagerie fonctionnelle des anévrismes aortiques abdominaux. During three months I carried out an internship project in Richard Lopata's research team under the supervision of Niels Petterson to develop a novel ultrasound image fusion and compounding technique for improved functional imaging of abdominal aortic aneurysms. // J'ai travaillé dans l'équipe du Dr. Richard Lopata et Niels Petterson sur le devéloppement d'une nouvelle technique de fusion d’image pour améliorer l’imagerie fonctionnelle des anévrismes aortiques abdominaux.



Hôpital de la Conception

• Région de Marseille, France

• Biomedical engineer (observation internship)

  • Jul 2015 - Jul 2015

  This internship allowed me to gain insight into the hospital structure and broadened my knowledge of medical equipment. // Ce stage m’a offert l’opportunité de me familiariser avec la structure de l’hôpital et de mieux connaître son parc d’équipements. This internship allowed me to gain insight into the hospital structure and broadened my knowledge of medical equipment. // Ce stage m’a offert l’opportunité de me familiariser avec la structure de l’hôpital et de mieux connaître son parc d’équipements.