Freelancer profile translated to English.
Back to original languageAbout Antoine
Data scientist specialized in applied mathematics and numerical computing for your project. I will use my technical skills and scientific expertise to develop a solution perfectly tailored to your needs. As a portfolio, I share personal projects related to data and machine learning on my blog:
🔨 Tools used:
- Languages: Python, C++, R, MATLAB, LaTeX
- Data processing: Numpy, Pandas, Scipy, QGIS
- Machine learning: Keras, Scikit-learn, Tensorflow
- Version management: Git, SVN
Holding a PhD in computer science and an engineering degree in computer science and modeling, I am proficient in several programming languages and tools, including MATLAB for advanced numerical analysis, Python for versatile solutions, QGIS for geospatial data manipulation, and R for in-depth statistical analysis. These IT skills are complemented by expertise in modeling, allowing me to conceptualize tailored solutions and create specific approaches to precisely meet the requirements of each project.
French
Native or bilingual
Can work on-site
Lyon (up to 50km), Montpellier (up to 50km), Limoges (up to 30km), Crest (up to 40km), Poitiers (up to 50km)
Experience
- SmileDevelopment and Studies EngineerDIGITAL AND ITJanuary 2025 - December 2025 (11 months)Villeurbanne, FranceDevelopmentPre-sales: Python Web Scraping: Development of a multi-source crawler POC with the Scrapy framework for data extraction and normalization (up to 40 sites).Skill development: Task orchestration and automation with n8n. Building a Machine Learning workflow and implementing local LLM calls (Ollama) in a Docker environment. PySpark training.
- Università di Corsica Pasquale PaoliResearch EngineerMay 2023 - December 2023 (7 months)20620 Biguglia, FranceEvaluation of Dentex dentex stock in Corsica. Multi-source data analysis to calculate essential benchmarks for dentex stock management.
- Université Clermont AuvergnePostdoctoral Researcher in Socio-ecosystem ManagementNovember 2020 - December 2022 (2 years and 1 month)Clermont-Ferrand, FranceModeling of ecosystem services provided by hedgerow networks. Use of cartographic data (QGIS) to understand the temporal evolution of a hedgerow network. Implementation of indicators and viable management scenarios for hedgerows despite the climatic and economic context.
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Education
- PhD, Computer ScienceUniversité Clermont Auvergne2016Doctorat, Informatiques
- Engineering Degree, Applied Mathematics and ModelingISIMA - Clermont Auvergne INP2011Diplôme d'ingénieur, Mathématiques appliquées et modélisation
Certifications
- Machine learning in PythonfreeCodeCamp2024