Robin Biron

Angestellt, R&D Data Scientist, Michelin
Abschluss: Engineer's degree, École Centrale de Nantes
Lyon, Frankreich

Fähigkeiten und Kenntnisse

Python
streamlit
heroku
GitHub
Statistiques
Natural Language Processing (NLP)
Data Mining
web scraping
SQL
NoSQL
Mathématiques
Machine Learning
Data Science
Spark
Big Data
Cryptographie
ISO 27001

Werdegang

Berufserfahrung von Robin Biron

  • Bis heute 4 Jahre und 11 Monate, seit Okt. 2020

    R&D Data Scientist

    Michelin

    • Working on R&D study about tire impact on safety; • Working in cloud-based environnment : Azure Databricks, using SQL, Pyspark and Python; • Creating pipelines to automate the flow of steps from data cleaning to model evaluation; • Tunning Hyperparameter; • Evaluating models using R2, RMSE, MAPE metrics for Regression and confusion matrix, AUC-ROC graphs for Classification; • Leading workshops to present findings and recommendations, mainly in english for US team.

  • 4 Monate, Juni 2020 - Sep. 2020

    Data Scientist in Cybersecurity (NLP)

    Datascientest

    • Led a fraud detection team project: detection of spam in emails using NLP algorithms (nltk library); • Implemented, designed and shipped to production an email spam detector (web application) using CSS3,HTML5, Streamlit, GitHub & Heroku (link in personal info section); • Wrote an article on Medium: https://medium.com/datascientest/le-machine-learningau-service-de-la-cybers%C3%A9curit%C3%A9-dans-la-d%C3%A9tection-de-spamsdans-les-e-mails-5bb072258057

  • 1 Jahr und 2 Monate, Nov. 2018 - Dez. 2019

    Cyber Security Consultant & Data Analyst

    Wise Partners

    • Conducted a successful data analysis for CAC40 Energy Company on shadow IT on large perimter (130k IP) using Excel VBA; • Led a compliance audit ISO 27001 for a mid-size firm (€80m turnover) in self-reliance. Conducted a dozen of interviews with C-suite leaders (Group CISO , HR Manager , Deputy CISO); • Took part in writting security notices as well as architecture scheme incl. risks about eavesdropping and active attack about authentification solutions (FIDO, OIDC).

  • 7 Monate, Feb. 2018 - Aug. 2018

    Cyber Security Consultant

    Deloitte

    • Took part in security audits of CAC40 companies (100 interviews, C-suite leaders); • Created a general template of business proposals for consultants.

  • 6 Monate, Okt. 2016 - März 2017

    Consultant - Data Analyst

    Centrale Nantes Etudes

    • Led a competitive analysis for the junior enterprise to evaluate the strategic positioning of a top swiss machine-industry company. • Created an automated Excel sheet that generates the business positioning of my client compared to its competitors in selecting business and marketing metrics (eg prices,engineering performance)

  • 6 Monate, März 2016 - Aug. 2016

    Data Analyst in Automotive Purchasing

    Robert Bosch Automotive Steering GmbH

    • Worked in German and English ; • Conducted an evaluation of suppliers abroad from Request for information (RFI) purchasing processs to Data analysis using Excel.

Ausbildung von Robin Biron

  • 4 Monate, Juni 2020 - Sep. 2020

    Data Scientist Bootcamp

    DataScientest & Sorbonne University

    Data Scientist Bootcamp .More than 400 hours of training in Machine learning, Data Processing, NLP, Deep learning, Big Data

  • 6 Monate, Sep. 2017 - Feb. 2018

    Statistics, Econometrics and financial Mathematics

    Universidad Carlos III de Madrid

    Erasmus exchange Main courses include Econometrics for Finance Derivatives Financial Statistics Financial Markets Matlab for Finance Fixed Income Financial Statistics

  • 5 Jahre, Sep. 2013 - Aug. 2018

    Business Administration and Management (English Track)

    Audencia Business School

    Triple accredited EQUIS, AACSB, AMBA. It is in the Top 30 best master in management worldwide according to Financial Times ranking in 2015. • double degree engineer-manager with Ecole centrale de Nantes

  • 5 Jahre, Sep. 2013 - Aug. 2018

    Computational and Applied Mathematics

    École Centrale de Nantes

    Ranked 5th best French Engineering School Main courses include: Data science (R, Python, SQL) Probability Time series analysis and regression Inferential statistics Optimization Econometrics Exploratory data analysis Stochastic calculus

Sprachen

  • Französisch

    Muttersprache

  • Deutsch

    Fließend

  • Englisch

    Fließend

  • Spanisch

    Grundlagen

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