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Corentin Martel, Natural Language Processing (NLP) Developer in Lyon, France
Corentin Martel

Natural Language Processing (NLP) Developer in Lyon, France

Member since August 29, 2018
Corentin has a master’s degree in general engineering from Arts et Métiers ParisTech. He's a data scientist and also works as a freelance developer (mainly with Python). Not only does Corentin have a solid background in experimental mechanics, having spent two years working in a mechanical lab in France, but he also can communicate his ideas, work, and any other project detail extremely well.
Corentin is now available for hire

Portfolio

Experience

  • Pandas, 4 years
  • Python, 4 years
  • Seaborn, 3 years
  • Anaconda, 2 years
  • XGBoost, 2 years
  • Sklearn, 2 years
  • Natural Language Processing (NLP), 2 years
  • Keras, 2 years
Lyon, France

Availability

Part-time

Preferred Environment

Anaconda

The most amazing...

...thing I've developed is code that clusters images by certain similarities and displays them in 2D without any supervision.

Employment

  • Data Scientist

    2016 - PRESENT
    Corelyo
    • Implemented machine learning/deep learning for a variety of tasks including the categorization of websites, clustering of SEO keywords, face detection, grouping images by certain similarities, and a document classification algorithm.
    • Worked on various analysis and business intelligence (BI) projects. This included the assessing the impact of ads on users of an eShop, creating a complete set of KPI/charts for a CRM editor, and building dashboards for HR indicators.
    • Mentored students for open classrooms and held weekly student appointments to guide them through their data science journeys.
    Technologies: Python, Sklearn, Keras, NLP
  • Research Engineer

    2014 - 2016
    LML
    • Developed a Python module for testing materials which enabled PhD students to quickly design custom setups with synchronized sensors, camera, and actuators.
    • Conducted some tests on my own and extracted useful data from the measures.
    Technologies: Python

Experience

  • Website Classification Algorithm (Development)
    https://hunter.io/companies

    I designed a website classification algorithm for my client. This algorithm analyzed the content of a website and classified it in one of the classes that we designed with my client.

    This is currently in production so you can test it in real time via the link attached.

Skills

  • Languages

    Python, Python 2, Python 3, SQL
  • Libraries/APIs

    Sklearn, XGBoost, Pandas, Keras, Matplotlib, NumPy, SciPy, NLTK, TensorFlow
  • Tools

    DigDash, Tableau, Seaborn, Jupyter
  • Platforms

    Windows, Anaconda, Ubuntu, Jupyter Notebook
  • Other

    Natural Language Processing (NLP)
  • Frameworks

    Flask

Education

  • Master of Science degree in General Engineering
    2010 - 2013
    Arts et Métiers ParisTech - Paris, France
Certifications
  • Machine Learning
    JULY 2016 - PRESENT
    Stanford University via Coursera
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