CV

Experience, education and selected projects.

Contact Information

Name Hugo Vergnes
Professional Title Machine Learning Engineer
Email hugo.vergnes@gmail.com

Professional Summary

Machine learning engineer and researcher. I train and evaluate deep-learning systems, from language models pretrained from scratch to video understanding and medical imaging.

Experience

  • 2025 - present

    Cupertino, CA

    Machine Learning Engineer — Video Engineering
    Apple
    Machine learning in Apple’s Video Engineering organization.
  • 2021 - 2025

    Santa Clara, CA

    Research Scientist — AI
    Whiterabbit.ai
    WRClear, a software-as-a-medical-device combining autonomous and assistive AI for screening mammography.
    • Developed and evaluated machine-learning models across multiple clinical tasks.
    • Led the statistical study design used to demonstrate the device’s benefits to the FDA.
    • Comparative study of AI and expert radiologist performance on technical recall, presented at RSNA 2024.
  • 2019 - 2019

    Paris, France

    Business Summer Analyst — Data Science
    McKinsey & Company
    Data science within the business analyst track, midway through my master’s at École Polytechnique.

Education