About Yohan
French
Native or bilingual
English
Fluent
Experience
- Freelance / IndépendantFreelancer — Data Scientist & Python DeveloperTECHMay 2022 - Today (4 years and 3 months)Sassenage, FranceFreelance missions in data science, Python development, and AI for SMEs, startups, and organizations.Interactive commercial management and activity tracking dashboards (Streamlit, Plotly)Automation of Excel processing and reporting (Python, Pandas, VBA)Development of web tools: Django e-commerce, FastAPI APIsAI integration: intelligent chatbots, automatic document analysis (LLM, NLP)Statistical analysis and predictive modeling (scikit-learn, SQL)
- Commissariat à l'énergie atomique et aux énergies (CEA)Data AnalystRESEARCHAugust 2021 - August 2024 (2 years and 11 months)Grenoble, France
- Data: cleaning, preparation, visualization.
- Team Support: assistance with Excel automation (VBA/Python) and database queries.
- Automation (RPA): Python scripts for repetitive tasks. Reduction of manual operations in Excel.
- Application Development: small business tools and lightweight interfaces to speed up analysis workflows.
- Stack: Python, Pandas, NumPy, Matplotlib/Plotly, SQL, Git, Docker.
- Laboratoire HP2Effects of intermittent hypoxia and intensive trainingMEDICALOctober 2017 - March 2018 (5 months)Grenoble, France
- Analysis: participation in statistical analysis of data related to sleep apnea.
- Data: cleaning, structuring, and traceability of datasets; project schedule updates.
- Modeling: basic predictions and reliability evaluation (cross-validation, robustness).
- Tools: Python/R, Pandas, NumPy/SciPy, scikit-learn, visualization.
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Education
- Master's in Statistics and Data ScienceIM2AG - University of Grenoble Alpes2020• Data Science : Statistiques Descriptives/Inférentielles, Modélisation, Analyse des Données, Big Data • Machine Learning, Deep Learning • Database Management • Programmation (R, SAS, Python, C++, Julia) • Sondage • Séries Temporelles • Géo Statistique • Recherche Opérationnelle • Fiabilité • Gestion de Projet
- Bachelor's in Mathematics and Computer Science Applied to Human and Social Sciences, Economics TrackUniversity of Grenoble Alpes2017