Resume

Experience

  1. Postdoctoral Scholar – David Geffen School of Medicine at UCLA

    2025 - present

    Cardiovascular Imaging Research Lab (CVIRL), Los Angeles, California.

  2. Research Engineer – Grenoble Institute Neurosciences (GIN), INSERM

    2024

    MR simulations and MRI reconstruction framework developments.

  3. PhD in Physics for Life Sciences – Grenoble Institute Neurosciences (GIN), INSERM

    2021 - 2024

    MRI « fingerprinting » and Artificial Intelligence for the management of acute stroke patients.

  4. Master Internship – Grenoble Institute Neurosciences (GIN), INSERM

    2021

    Research internship in quantitative MRI and machine learning methods at GIN.

  5. Master Internship – R&D Engineer at Pixyl Medical, France

    2021

    Participation in the R&D development of the start-up Pixyl Medical. Deep-learning-based segmentation of multiple sclerosis lesions in brain MRI.

  6. Deep learning and machine learning project with CEA Grenoble, France

    2020 - 2021

    Collaborative project to develop a predictive model of J.H. Conway's Game of Life for biomedical purposes.

Education

  1. PhD in Physics for Life Sciences – Grenoble Institute Neurosciences (GIN), INSERM

    2021 - 2024

    MRI « fingerprinting » and Artificial Intelligence for the management of acute stroke patients.

  2. Master in Engineering – Grenoble-INP Phelma

    2018 - 2021

    3rd year: Biomedical Imaging.
    2nd year: Biomedical Engineering.
    1st year: Physics, Electronics, Telecom.

  3. Machine Learning and Deep Learning courses

    2020

    Andrew Ng lectures, Stanford (Coursera certifications).

  4. Preparatory Class at La Prépa des INP Grenoble – Grenoble-INP

    2016 - 2018

    Two years of intensive scientific courses to prepare for Engineering School.

Teaching Experience

  1. Undergraduate student supervision – Computer Sciences

    2025

    Project: k-space inpainting with Denoising Diffusion Probabilistic Models.

  2. Graduate student supervision – Medical Imaging

    2025

    Project: Advanced cardiovascular MR reconstruction.

  3. 3-month undergraduate student supervision – Biomedical Engineering

    2024

    Project: Automated optimisation of MR vascular Fingerprinting bSSFP sequences.

  4. Course: Introduction to Python

    2022

    Grenoble National Polytechnic Institute – Preparatory class.

  5. Practical class supervision: Introduction to PCR method

    2022

    Grenoble National Polytechnic Institute – Preparatory class.

  6. Practical session: Synthetic MRI Contrast Generation

    2022

    AI4Health Winter School – January 14th, 2022.

Others

  1. Awards

    ISMRM 2025 Perfusion Study Group 1st Place Award, Contrast Enhanced Category (Primary Author).
    ISMRM 2025 Summa Cum Laude Merit Award (Co-primary author).
    ISMRM 2025 Magna Cum Laude Merit Award (Author).

  2. Certifications

    2025 – IDEA Sequence Programming, Siemens Healthineers.
    2025 – Fundamentals of Accelerated Computing with CUDA Python, NVIDIA.

  3. Memberships & Service

    2025–2026 – Fellow, Institute for Digital Research and Education (IDRE).
    Scientific junior committee – French Conference on Artificial Intelligence in Biomedical Imaging (IABM 2023/2024).
    Member – ISMRM (International Society for Magnetic Resonance in Medicine) and SCMR (Society for Cardiovascular Magnetic Resonance).
    Board Member – NeuroDocs, Grenoble Institute Neurosciences.
    Journal reviewer – Imaging Neuroscience.
    Workshop organizer – AI4Health Winter School 2022 by Health Data Hub: deep learning for brain MRI (adversarial generation, contrastive and transfer learning).

  4. Computer Skills

    Programming: Python, MATLAB, HTML.
    Software: Microsoft Office; version control with GitHub and GitLab; imaging tools including ImageJ and ITK-SNAP.
    Operating systems: Linux, Ubuntu, Windows.

  5. Languages

    French (native).
    English (level C1 BULATS).
    German (level B2).
    Italian (level B1).