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Sylvain GavoilleSG

Sylvain Gavoille

Senior Data Scientist (PhD)

€700/day
Paris, FR
8-15 years

Average response time: 1 hour

Freelancer profile translated to English.
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About Sylvain

I have two passions: coding and math. It's only natural that in this day and age, I am a data scientist :-D

I am looking for data science projects. With my 15 years of professional experience, I can help you with missions ranging from POC to model industrialization. I have a strong scientific background with a path through ENS up to my PhD and a data science degree from X.

I am proficient in many Python frameworks for ML such as scikit-learn, pandas, tensorflow, keras, Flask. In databases, I have worked with SQL, PostgreSQL, BigQuery, Elasticsearch...
Regarding cloud platforms, I know GCP very well, and I have some experience with Amazon AWS and Microsoft Azure.

In my various experiences, I have been able to implement a CI development framework, with unit testing and Docker container deployment via Kubernetes.

Managing a front-end team, I have some knowledge of the Nodejs React Framework.
  • English

    Fluent

  • French

    Native or bilingual

Can work on-site
Paris (up to 50km), Paris (up to 10km)

Experience

  • Futurescore
    CTO Data Scientist
    RETAIL (LARGE RETAILERS)
    April 2018 - Today (8 years and 2 months)
    Paris, France
    At Futurescore, we predict the commercial potential of retail products. To do this, we use data from digital surveys like Tinder where product images are tested. We also use product data such as product category (T-shirt, Jeans, etc.) and price to predict its market behavior 6 to 9 months in advance. These analyses are for buyers who can use this information for quantities.
    Python Data science Scikit-learn TensorFlow Keras Kubernetes Docker pandas numpy Machine learning Deep Learning Cloud computing computer vision
  • ESI Group
    Numerical Methods Development
    SOFTWARE PUBLISHING
    February 2012 - March 2018 (6 years and 2 months)
    Responsibilities:
    -Management of research and innovation projects.
    -Expertise in numerical methods.
    -Writing technical documentation.
    -Software development.

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Education

  • PhD
    ENS de Cachan
    2009
  • DSSP
    Ecole polytechnique
    2017
    Data science, exploration de données, apprentissage supervisé et non supervisé. Big Data. Analyse de graphes. NLP

Skill set

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