After 10 years of experience in Education in Japan, I have transitioned back to engineering and Data Science full-time since March 2024.
- 💻 Programming: Python 🐍, Git 🔧, SQL 📊, BigQuery, Pandas 🐼, NumPy, Matplotlib 📈, Jupyter Notebook 📓
- 🤖 Machine Learning: Scikit-learn, TensorFlow, Keras, Transformers
- 📝 NLP: Huggingface 🤗, W3C standards, APIs, fine-tuning, TF-IDF, embeddings, cosine similarity
- ☁️ Cloud & Product Development: Google Cloud Platform 🌍, Docker 🐳, Streamlit
- 🇫🇷 French (native)
- 🇬🇧 English (native)
- 🇯🇵 Japanese (business)
- 📩 Gibo (NLP): Developed a message classifier using TF-IDF and active learning, achieving 80%+ accuracy with minimal user input.
- 🛒 E-Commerce (Olist): Built a model to predict trends and reduce losses using historical e-commerce data (2016-2018).
- 🖼️ Image Classification: Experimented with PCA and CNN models to classify datasets (e.g., CIFAR, shapes, president faces).
- 📚 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.
- 📊 Data Science and AI Bootcamp – Le Wagon, Tokyo (Mar 2024 - Sep 2024)
- Python 🐍, SQL 📊, BigQuery, Pandas 🐼, NumPy, Matplotlib 📈, Scikit-learn, TensorFlow, Keras, Google Cloud Platform ☁️, Docker 🐳, Streamlit
- 🎓 Master’s in Microelectronic Systems and Architectures – CPE Lyon, France (Sep 2013)
- 🎓 Bachelor’s in Electronics, Telecommunications, and Computer Science – CPE Lyon, France (Sep 2010)