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Vincent BerionniVB

Vincent Berionni

Data Scientist / Data Analysis / Scraping

€750/day
Versailles, FR
8-15 years

Average response time: 1 hour

Freelancer profile translated to English.
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About Vincent

In general, I can address your issues thanks to my ability to invent and develop solutions entirely dedicated to your needs, including and especially when they do not correspond to usual standards.

I particularly enjoy designing and developing algorithms to solve open and complex problems.

What I can do for you:
- Design complex algorithms, data analysis systems
- Scraping, text mining, collecting data present on the web to aggregate it as you wish
- Data science and machine learning: thanks in particular to Scikit Learn [Python], I can exploit your data and extrapolate predictions from it

What I do not wish to do:
- Develop classic websites (content sites, e-commerce)
- Work in certain fields that are not in accordance with my cooperative's charter (akwari.org/engagements-et-ethique): sales optimizations using tracking information, fossil fuel industries, predatory finance, etc.

  • English

    Fluent

  • French

    Native or bilingual

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

Experience

  • Akwari Coop
    Data Scientist
    ENVIRONMENTAL
    March 2022 - Today (4 years and 3 months)
    Within Akwari Coop, I offer data science and machine learning services and consulting with the goal of reducing the impact of human society on the environment.
    To learn more: https://akwari.org
    Data science
  • SAUR
    Data Scientist
    ENVIRONMENTAL
    March 2018 - February 2022 (4 years)
    Issy-les-Moulineaux, France
    I have developed machine learning models on various topics, using diverse technologies:
    - Predictive maintenance with AI leak detection model and renewal of pipes on a drinking water network
    - Forecasting groundwater levels based on climate data with a machine learning multi-model
    - Anomaly detection using machine learning
    - "Virtual sensor" type modeling


    Machine learning Scikit-learn Data science Web Scraping Data visualisation Clustering XGBoost Neural Network
  • I-Skimontagne.com
    Webmaster, SEO
    TRAVEL AND TOURISM
    March 2012 - Today (14 years and 3 months)
    Antony, France
    I-skimontagne.com is a guide to ski resorts and authentic mountain experiences. This project provided me with skills in website creation and management, but most importantly, it allowed me to develop in-depth knowledge of SEO.

    http://www.i-skimontagne.com
    Webmastering SEO Community management SEO Writing

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Education

  • PhD in Physics
    Ecole Polytechnique
    2014
    Physique des plasmas, voir description "expérience au LPP" plus haut.

Skill set (18)

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