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Jack Dryvers

Hi, I’m Jack πŸ‘‹

πŸš€ Stuff I Do

  • πŸ’» Programming: Python 🐍, Git πŸ”§, SQL πŸ“Š, BigQuery, Pandas 🐼, NumPy, Matplotlib πŸ“ˆ, Jupyter Notebook πŸ““
  • πŸ€– Machine Learning: Scikit-learn, TensorFlow, Keras, Transformers
  • πŸ“ NLP: Huggingface πŸ€—, W3C, APIs, fine-tuning, TF-IDF, embeddings, cosine similarity
  • ☁️ Cloud & Product Development: Google Cloud Platform 🌍, Docker 🐳, Streamlit

🌍 Languages

  • πŸ‡«πŸ‡· French (native)
  • πŸ‡¬πŸ‡§ English (native)
  • πŸ‡―πŸ‡΅ Japanese (business)

πŸ”₯ Stuff I’ve Done

  • πŸ“© Gibo (NLP): Developed a message classifier using TF-IDF and active learning, achieving 80%+ accuracy with minimal user input.
  • πŸ›’ E-Commerce (Olist): Built a model to predict trends and reduce losses using historical e-commerce data (2016-2018).
  • πŸ–ΌοΈ Image Classification: Experimented with PCA and CNN models to classify datasets (e.g., CIFAR, shapes, president faces).
  • πŸ“š HelpMePublish: Built a journal prediction tool using Transformers, embeddings, and cosine similarities.
  • 🏒 Tokyo Global Gateway: Managed and processed large datasets for recruitment, attendance tracking, and performance review.

πŸŽ“ I’m Proud of Having Graduated From

  • πŸ“Š Data Science and AI Bootcamp – Le Wagon, Tokyo (Mar 2024 - Sep 2024)
    • Python 🐍, SQL πŸ“Š, BigQuery, Pandas 🐼, NumPy, Matplotlib πŸ“ˆ, Scikit-learn, TensorFlow, Keras, Google Cloud Platform ☁️, Docker 🐳, Streamlit
  • πŸŽ“ Master’s in Microelectronic Systems and Architectures – CPE Lyon, France (Sep 2013)
  • πŸŽ“ Bachelor’s in Electronics, Telecommunications, and Computer Science – CPE Lyon, France (Sep 2010)

Feel Free to Reach Out!

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