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Pierre ManceronPM

Pierre Manceron

Senior Data Engineer & Data Scientist

€850/day
Paris, FR
3-7 years

Average response time: 1 hour

Freelancer profile translated to English.
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About Pierre

Full stack Machine Learning Engineer - Data Engineering, Data Science and DevOps deployment.
Centralien engineer with a specialization in Applied Mathematics, focusing on Machine Learning (MVA Master's degree).
6 years of experience, with diverse background (startups, scale-ups, unicorns, large corporations).

I specialize in the medical field: I have already completed several projects ranging from the pharmaceutical sector (drug discovery & drug development) to clinical applications (development of medical imaging models and epidemiological studies on international cohorts).
  • French

    Native or bilingual

  • English

    Native or bilingual

Can work on-site
Paris (up to 50km)

Experience

  • Argyron
    Founder
    DIGITAL AND IT
    April 2021 - Today (5 years and 1 month)
    Paris, France
    Odin session pipeline: Real Time big data analytics on construction site tracking data
    Apache Beam Python Google Cloud Google Cloud Platform GCP
  • Owkin France
    Group Lead & Machine Learning Engineer
    MEDICAL
    December 2017 - April 2021 (3 years and 4 months)
    Paris, France
    Creation of the ML engineering team to build ML tools for Owkin data-science teams, to service clients contracts, and provide the Owkin product with ML services.
    Recruited and managed 5 engineers, and organization of the team in an agile methodology
    Lead role on multiple high-stake projects:
    • Idorsia HCS: Massively parallel feature extractor to analyze cell lines. Applied to the whole compound library of a pharmaceutical company
    • Observational study to identify good-responders of a neurologic drug
    • Owkin Galaxy: ML Algorithms suite in histology, radiology and EHR, deployed on-prem and on Owkin Studio
    Spark Python TensorFlow Project Management Agile Methodology Scrum Scikit-learn Pytorch
  • Inria
    Research intern
    RESEARCH
    May 2017 - October 2017 (6 months)
    Development of the GEP-PG algorithm, resulting in an ICML publication
    Scikit-learn TensorFlow Python HPC

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Education

  • Centralien Engineer
    Ecole Centrale Paris
    2017
    Applied mathematics specialty, Data Science option Grade: 16.6/20
  • M2 MVA
    ENS Cachan
    2017
    Master MVA: "Mathématiques, Vision, Apprentissage", le M2 le plus sélectif en France en Machine Learning Grade: 16.7/20

Skill set

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