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Nicolas Roux

Nicolas Roux

Customer Service Representative

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location of Nicolas RouxGreater Chambery Area

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  • Timeline

  • About me

    Data / software engineer

  • Education

    • Université d'Angers

      2015 - 2016
      Bachelor's degree Computer Science

      Object oriented programming,android app & desktop GUI development,software modeling,systems and networks.

    • Université d'Angers

      2016 - 2018
      Maîtrise Computer Science

      Software engineering, networks and distributed software, graph theory and artificial intelligence, web technologies and data representation,combinatorial & linear optimization,metaheuristics,decision trees,bayesian networks.

    • Université catholique de l'Ouest

      2007 - 2008
      Licence Professionnelle (Bachelor's degree) Logistics

    • La Rochelle Université

      2006 - 2008
      DUT Réseaux et Télécommunications

  • Experience

    • Procter & Gamble

      Apr 2008 - Jul 2008
      Customer Service Representative

      GPA stock management

    • Container Centralen A/S

      Mar 2010 - Jul 2010
      Commercial Assistant

    • HELPLINE

      Sept 2012 - Jun 2013
      Help-desk, back office

    • Commission scolaire de Laval

      Jul 2013 - Oct 2013
      IT Consultant

      OS migration

    • Université d'Angers

      Sept 2016 - Mar 2018

      Teaching algorithmics & programming to IT students after classes.

      • Etudiant M2 recherche intelligence décisionnelle

        Sept 2017 - Mar 2018

      • Student Tutor

        Sept 2016 - Mar 2018

    • DTA Ingénierie

      Jan 2020 - Mar 2021

      Machine learning models integration, data engineeringPython (PySpark, Pandas and others), SQL

      • Consultant data - en mission à la MAIF

        Aug 2020 - Mar 2021

      • Stagiaire BI

        Jan 2020 - Aug 2020

    • NEO-SOFT Services

      Mar 2021 - Jul 2022
      Data engineer at MAIF

      Greatly contributed to, and used a lot of Eurybia (a MAIF open source package for drift monitoring of data fed into machine learning models. See github.com/MAIF/eurybia)Slightly contributed to, and used a lot of Shapash (another MAIF open source package, for ML models explainability)Built APIs with FastAPIPut ML models into production through CI/CD pipelines, with their accompanying monitoring jobsWrote many ETL jobs, mainly PySpark and Pandas for transformation. Scheduling with Airflow.Worked with agile organization principlesScheduled things with AirflowDeployed with Ansible and CloudBees, on an Openshift platform, working together with the DevOps team.Day-to-day collaboration with data scientists, other data engineers and software developers, recurring contacts with customers, providers and domain experts.Helped put in place and accompany the team with a continuous betterment of our coding practices.Used many data storage solutions and sources (raw HDFS, Hive, PGSQL databases, CSV files, Samba server, APIs...)Worked mostly in Python, using clean code principles.keywords : python, numpy, pandas, catboost, jupyter notebook, airflow, pyspark, spark, postgresql, PGSQL, SQL, hive, hdfs, open-source, machine learning, data, database, datalake, big data, fastapi, pydantic, catboost, eurybia, shapash Show less

    • Devoteam Revolve

      Feb 2023 - Jul 2023
      Cloud Consultant

    • ONERA - The French Aerospace Lab

      Aug 2023 - now
      Ingénieur logiciel

      nickzai

  • Licenses & Certifications

    • AWS Certified Solutions Architect – Associate

      Amazon Web Services (AWS)
      Mar 2023
      View certificate certificate