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Eric DemangelED

Eric Demangel

Consultant Expert Data Science – Python, Pedagogy

€400/day
1 project
Le Chesnay, FR
15+ years

Average response time: 1 hour

Freelancer profile translated to English.
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About Eric

🎯 Senior Data Science Consultant | Python & Machine Learning Expert | Trainer & Author

🔹 Who I am

Independent data scientist since 2020, with 18 years of experience in data analysis and statistics.
I assist companies in leveraging their data, predictive modeling, reporting automation, and team training/mentoring.

💡 What I bring you

Data analysis and valorization

Statistical Modeling & Machine Learning

Reporting & BI Automation (Power BI, Tableau)

Development of data-driven applications (Python/Flask)

Training & mentoring (60+ students trained)

📌 Key experiences

+250 studies managed (automotive, transport, culture): customer satisfaction, sales forecasting, segmentation

Deployment of BI solutions and automation: significant time savings on reporting (Python, R, VBA)

Author of the book “Master Data Science with Python” (ENI, 2025)

Data Science Mentor at OpenClassrooms since 2021

🛠 Main Technologies

Python | Data Science | Machine Learning | Deep Learning | ETL | Coaching & Mentoring | BI (Power BI, Tableau) | NLP | Computer Vision | Pipeline Automation

👋 Do you have a data project? Let's discuss 🚀
  • French

    Native or bilingual

  • English

    Conversational

  • German

    Conversational

Can work on-site
Le Chesnay (up to 15km)

Experience

  • Editions ENI
    Expert Author Python & Data Science – ENI Editions (V1 & V2 in preparation)
    DIGITAL AND IT
    March 2024 - Today (2 years and 5 months)
    Author of the reference book"Master Data Science with Python"published by ENI. Building on the success of the first edition, I am currently preparing the second edition to incorporate major ecosystem evolutions.

    Demonstrated expertise in the book:

    Modern Data Stack: High-performance data manipulation with Pandas, and now Polars and DuckDB.

    Analysis & Visualization: Mastery of Seaborn, Matplotlib, Scipy, and Statsmodels.

    Machine Learning: Implementation of algorithms on structured, text, and image data.

    New V2 (in progress):

    Code Industrialization: Focus on software quality, project structuring, and production deployment.

    Interoperability: Optimization of modern data workflows.

    This author activity allows me to maintain constant technological watch and guarantee my clients a cutting-edge technical expertise level on Python.

    Link to V1:
    Book Writing Python Natural Language Processing (NLP) Machine Learning Pandas
  • OpenClassrooms - Mentorat
    Data Science and Data Analysis Mentor
    EDUCATION AND E-LEARNING
    December 2021 - Today (4 years and 8 months)
    Pedagogical supervision of data science and data analysis students: weekly project monitoring, theoretical and practical explanations on data science, data analysis, and business intelligence.
    Data Science Pedagogy Data Analysis Data Visualization Python
  • Acteur majeur de l'assurance / mutuelle
    Python Training Consultant
    BANKING AND INSURANCE
    March 2026 - April 2026 (1 month)
    Creation and remote delivery of a practical training course on Python delivered via notebooks: a structured path in 4 mastery levels for 6 groups (70 learners in total).
    Python Training Facilitation Training Design Pedagogy

Reviews

5.0

Out of 1 rating

AxelA

Axel

OpenClassrooms - Mentorat

Reviewed on 1/25/2022

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Education

  • Data Scientist
    CentraleSupélec
    2020
    Analyse de données nutritionnelles Développement d'un moteur de recommandation de films Anticipation du retard des vols d'avions Segmentation de clientèle Catégorisation automatique de questions Indexation automatique d'images avec deep learning Preuve de concept sur un nouveau type d'architecture de réseau de neurones

Skill set

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