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Guillaume OudinGO

Guillaume Oudin

Data Scientist

€420/day
1 project
Lyon 7e Arrondissement, FR
0-2 years

Average response time: 1 hour

Freelancer profile translated to English.
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About Guillaume

An engineer by training, my dynamism and interest in human relations naturally led me to move towards business development roles. For the past 8 years, I have had the opportunity to work in various sectors ranging from construction to consulting. My rigor and determination have always been assets in meeting the specific requirements of each mission.

Throughout my professional career, particularly as a sales manager, I have had the opportunity to collaborate with all company departments (HR, general management, R&D, production, marketing, sales team) and a variety of client profiles: business leaders, technical managers, etc. This diversity of profiles and services has allowed me to develop flexible communication skills and a good ability to simplify complex information.

Primarily passionate about technology and seeking to give new meaning to my work, I began my professional retraining in Data Science in July 2020. I supplemented my scientific background with several training courses, which ultimately allowed me to obtain a degree in Data Science Designer-Developer at the end of 2020. I am autonomous in managing a Data project using the following technologies: Jupyter, Python (Pandas, Numpy, Matplotlib, Seaborn, Plotly, Scikit-Learn, Tensorflow, Gensim, NLTK, Spacy, Scrapy, Playwright), Linux shell, Git/Github.

I am also trained in the following Data Engineering tools: PostgreSQL, Apache Cassandra, Docker, AWS.

I am interested in the entire data pipeline, from collection to the deployment of predictive models. I adapt to your company's technical context, and my consulting experience allows me to effectively translate your business problem into a Data problem.

I look forward to discussing with you!
  • French

    Native or bilingual

  • English

    Native or bilingual

Can work on-site
Lyon 7e Arrondissement (up to 30km)

Experience

  • Science Feedback
    Data Scientist
    PRESS AND MEDIA
    April 2021 - Today (5 years and 2 months)
    Lyon, France
    Project 1: Creation of a web scraping script capable of retrieving the content of articles published by a Fake News website

    Client Objectives:
    • Create automatic reports of hot topics on disinformation sites
    • Populate and consolidate the database of flagged fake-news articles

    Mission:
    • Coding a program (crawler) that visits a list of websites to find all the latest articles published by them
    • Scraping the content of each found article URL
    • Identifying named entities in each URL
    • Retrieving the content of each page into a file (local or cloud)
    • Packaging the code
    • Writing the technical documentation for the project.
    • Debugging


    Project 2: Creation of a program to match and retrieve fact-checking articles from a list of fake news URLs

    Client Objectives:
    • Collect fact-checking articles and the flag of the original article ("False", "Partially false", "Misleading"…)
    • Retrieve source media
    • Create a database of verified articles

    Mission:
    • Querying the Facebook API for each URL to retrieve shares on the Facebook platform
    • Identifying in the page's HTML code whether the article has been flagged by the platform
    • Crawling each flagged article page and retrieving the link to the fact-checking article and its label
    • Writing the retrieved information into a local file or in the cloud
    • Packaging the code
    • Writing the technical documentation for the project.
    • Debugging

    Technical Environment:
    • Languages: Python, HTML, CSS, SQL
    • IDE: VSCode
    • Foundation on UNIX environment (Arch Linux)
    • Tools: Shell (Zsh), Jupyter, Pandas, NumPy, Regex, Playwright, Scrapy, BeautifulSoup, CrowdTangle REST API, Git, Github
    Python NLP Git GitHub Agile methodology
  • NEOLIFE Groupe
    Sales Manager & Specification
    ARCHITECTURE AND URBAN PLANNING
    September 2017 - August 2020 (2 years and 11 months)
    Région de Lyon, France
    Business development across 14 departments
    Specification with key stakeholders: project owners, public/private clients, design offices, construction economists
    Technical support for facade professionals
    Project initiation in coordination with companies
    Commercial Negotiation Business development Business analysis CRM
  • Michael Page
    Recruitment Consultant
    CONSULTING AND AUDITS
    September 2016 - September 2017 (1 year)
    Région de Paris, France
    • Business development for the launch of the IDF EST Business Unit • Client support for their recruitment needs for commercial executive profiles • Conducting recruitment missions for clients in the Industry and Construction sectors • Candidate sourcing and selection • In-depth evaluation of applications and support for decision-makers in the final choice
    Consulting Recruitment Commercial CRM

Recommendations

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Former user and 1 other person have recommended Guillaume

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Education

  • Data Science Designer-Developer (equivalent to Bachelor's +4)
    Jedha Bootcamp
    2020
    Formations intensives en Data Science : Essentials (70h) + Fullstack (350h) Revue de l'ensemble du pipeline Data : • Collecte (Scrapy, BeautifulSoup) • Exploration et data visualization (Numpy, Pandas, Matplotlib, Plotly, Tableau) • Machine learning (Scikit-learn) • Deep learning (Tensorflow, Keras) • NLP (NLTK, Gensim, Spacy) • Big Data et production (SQL, NoSQL, Spark, AWS, Docker, Flask) Projet final (NLP) : générateur d'intitulé de poste à partir du descriptif d'une annonce d'emploi.
  • General Engineer
    Ecole supérieure du Bois
    2010
    Formation d'ingénieur généraliste avec spécialisation sur le matériau bois. Option commerce international suivie en dernière année et dispensée en anglais.

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