About Guillaume
French
Native or bilingual
English
Native or bilingual
Experience
- Science FeedbackData ScientistPRESS AND MEDIAApril 2021 - Today (5 years and 2 months)Lyon, FranceProject 1: Creation of a web scraping script capable of retrieving the content of articles published by a Fake News websiteClient Objectives:• Create automatic reports of hot topics on disinformation sites• Populate and consolidate the database of flagged fake-news articlesMission:• 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.• DebuggingProject 2: Creation of a program to match and retrieve fact-checking articles from a list of fake news URLsClient Objectives:• Collect fact-checking articles and the flag of the original article ("False", "Partially false", "Misleading"…)• Retrieve source media• Create a database of verified articlesMission:• 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.• DebuggingTechnical 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
- NEOLIFE GroupeSales Manager & SpecificationARCHITECTURE AND URBAN PLANNINGSeptember 2017 - August 2020 (2 years and 11 months)Région de Lyon, FranceBusiness development across 14 departmentsSpecification with key stakeholders: project owners, public/private clients, design offices, construction economistsTechnical support for facade professionalsProject initiation in coordination with companies
- Michael PageRecruitment ConsultantCONSULTING AND AUDITSSeptember 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
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Education
- Data Science Designer-Developer (equivalent to Bachelor's +4)Jedha Bootcamp2020Formations 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 EngineerEcole supérieure du Bois2010Formation d'ingénieur généraliste avec spécialisation sur le matériau bois. Option commerce international suivie en dernière année et dispensée en anglais.
Certifications
- Data Science Designer-DeveloperJedha Bootcamp2020
- Python for everybodyCoursera / University of Michigan2020