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Maxime Beaufreton

Maxime Beaufreton

Study project

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location of Maxime BeaufretonLyon, Auvergne-Rhône-Alpes, France

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  • Timeline

  • About me

    Centrale Lyon Engineer - Data Scientist

  • Education

    • Lycée Clemenceau

      2016 - 2018
      Integration of Centrale Lyon

      Preparatory classes to the Grandes Ecoles ('Great Universities') (MPSI/PSI*). It is two years of study to prepare for a competitive exam to access the 'Grandes Ecoles'. Fields of study are various: Mathematics, Physics, Chemistry, Computer Science, Engineering Science. These years are very intense, but it is a formative experience.

    • Stanford Online High School

      -
      Machine Learning Computer Science

      Machine Learning course on Coursera.

    • Ecole centrale de Lyon

      2021 - 2022
      Master's degree Artificial Intelligence

      The program offers introductory courses in statistical learning, deep learning and reinforcement learning, optimization, signal processing, information theory and game theory. Various options make it possible to perfect oneself in learning theory, and to specialize in many fields such as massive data processing, image and language processing.

    • École Centrale de Lyon

      2018 - 2022
      Generalist engineering Diploma Generalist - Specialisation in Computer Science

      The diploma of Generalist Engineer issued by Centrale Lyon is one of the most reputed in French "Great Schools". Centrale Lyon is the 5th most reputed French engineering school, and train its student in various field like Fluid Mechanic, Physics (of Materials, Quantum), Chemistry, Mechanical Engineering, Industrial Engineering, Electrical Engineering, Electronic, but also in Economy, Market Finance, Corporate Finance, Computing Science, Machine Learning and Social sciences. This is the essence… Show more The diploma of Generalist Engineer issued by Centrale Lyon is one of the most reputed in French "Great Schools". Centrale Lyon is the 5th most reputed French engineering school, and train its student in various field like Fluid Mechanic, Physics (of Materials, Quantum), Chemistry, Mechanical Engineering, Industrial Engineering, Electrical Engineering, Electronic, but also in Economy, Market Finance, Corporate Finance, Computing Science, Machine Learning and Social sciences. This is the essence of our added value, providing us with the knowledge necessary to adapt ourselves in various fields. Show less

    • Coursera

      2021 - 2021
      Deep Learning Specialization

      Specialiaation courses on Neural Networks, Convolutional NN, Recurrent NN. Introduction to the Transformers Networks.

    • Université Claude Bernard Lyon 1

      2018 - 2019
      Bachelor Mathematics and Applied Mathematics

      I graduated with this bachelor in one year in double-diploma (simultaneously from my studies in Centrale Lyon) thanks to my very instructive 2-years academic experience in preparatory classes, which fields of study are: Sciences, Mathematics, Engineering Sciences and Computer Science.

  • Experience

    • École Centrale de Lyon

      Sept 2018 - Jun 2019
      Study project

      Study project in Centrale Lyon on in market finance. Programmation of a device managing a portfolio’s assets with Python Pandas APIs, based on financial models like the Arbitrage Pricing Theory, and other multi-variable econometric models.

    • Sopra Steria

      Sept 2019 - Apr 2020
      Team leader of a student project

      Team leader of a student project ordered by Sopra Steria to Centrale Lyon about the use of the Blockchain for Smart cities. We published a report about the potential promising uses of the Blockchain in this field, which is now a basis of ideas and a state of the art for Sopra Steria to develop its own projects. It was a very thrilling project on a disruptive research subject.

    • EY

      Sept 2020 - Feb 2021
      Financial Analyst

      6-month internship as a financial analyst in the Transaction Services business unit, providing financial due diligence services to merger and acquisition deals conducted by various financial and corporate buyers, through the analysis of the target’s business drivers, quality of earnings, quality of assets.

    • Direct Assurance

      Mar 2021 - Aug 2021
      Data Scientist

      Member of the Claims Analytics Team, I mainly worked on the analysis of glass breakage and car wreck claims. We aim to value data in order to enhance the activity oversight. With the knowledge learnt through the data analysis, we sought to improve customer satisfaction with the implementation of cutting-edge processes, in collaboration with the business teams.

    • Cequence Security

      Apr 2022 - now

      Technical implementation of machine learning algorithms - from the stage of data analysis to prototyping of new ideas and their implementation in a production environment. Technical implementation of machine learning algorithms - from the stage of data analysis to prototyping of new ideas and their implementation in a production environment.

      • Data Scientist

        Oct 2022 - now

      • Data Scientist

        Apr 2022 - Sept 2022

  • Licenses & Certifications

  • Volunteer Experience

    • Partnership Manager

      Issued by TEDxEMLYON on Feb 2019
      TEDxEMLYONAssociated with Maxime Beaufreton