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Hi there! 👋 I'm Corentin, a Data Scientist passionate about extracting insights from data and leveraging it to solve real-world problems.

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About Me

  • 🔭 Currently exploring advanced techniques in Natural Language Processing (NLP) for text data analysis.
  • 🌱 I’m constantly learning and experimenting with new tools and techniques in Data Science and Machine Learning.
  • 💬 Ask me about anything related to Data Science, Machine Learning, or Python!

Skills and Tools

  • Programming Languages: C, C++, Python, R, JavaScript, Java.
  • Machine Learning & Deep Learning: TensorFlow, Scikit-Learn, PyTorch, YOLOv8.
  • Natural Language Processing (NLP): NLTK, SpaCy.
  • Big Data Technologies: Spark, Hadoop, DataBricks.
  • Data Visualization: Matplotlib, Seaborn, Plotly, PowerBI, Adobe Illustrator, Adobe InDesign.
  • Database Management: SQL (MySQL, PostgreSQL, SQL Server, SQLite), ETL.
  • Version Control & Collaboration: GitHub, GitLab.
  • Operating Systems: UNIX, MacOS, Windows.
  • Cloud Platforms: Azure, AWS, GCP.
  • Web Development: HTML/CSS, ReactJS.
  • Microsoft Office Suite: Excel, PowerPoint, Word.
  • Miscellaneous: PowerShell.

Main Projects

Here is a sneak peak of some of my personal Data Science projects:

  • This NLP model categorizes UK political parties on a scale from left-wing to right-wing using speeches from MPs spanning 1970 to present.
  • Technologies used: Python, NLP, Sentiment Analysis, TF-IDF, Random Forest.

Political UK spectrum

  • This project uses the YOLOv8 model to classify LEGO minifigure images, showcasing the power of deep learning in image recognition.
  • Technologies used: Python, YOLOv8, Computer Vision.

Predictions

  • This project leverages satellite data and machine learning to predict rice crop locations in Vietnam's An Giang province, showcasing the fusion of remote sensing and data science.
  • Technologies used: Python, Satellite Data, Random Forest, Deep Learning.

Sample input satellite image         Test Confusion Matrix

  • Utilizing machine learning to classify RFID tags' movement, aiding in real-world asset tracking and theft prevention.
  • Technologies used: Python, Random Forest, Feature Selection, Deep Learning.

Experiment schema, data collection

Experiment schema, data collection

Corentin BOUTON's Projects

etf-scrapper icon etf-scrapper

Automated web scraper for extracting information about Exchange-Traded Funds (ETFs) eligible for investment in the French PEA account from the Boursorama website.

ey-open-data-challenge-2023 icon ey-open-data-challenge-2023

This project leverages satellite data and machine learning to predict rice crop locations in Vietnam's An Giang province, showcasing the fusion of remote sensing and data science.

lego-minifigures icon lego-minifigures

This project uses the YOLOv8 model to classify LEGO minifigure images, showcasing the power of deep learning in image recognition.

rfid-tags-detection icon rfid-tags-detection

Utilizing machine learning to classify RFID tags' movement, aiding in real-world asset tracking and theft prevention.

uk-politics icon uk-politics

NLP model categorizing UK political parties on a scale from left-wing to right-wing using speeches from MPs spanning 1970 to present.

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