Freelancer profile translated to English.
Back to original languageAbout Stéphane
With over 12 years of experience in web development and over 3 years of in-depth expertise in artificial intelligence, I wish to contribute to the success of your projects in analysis, development, automation, and artificial intelligence. I can address various issues, such as data analysis, prediction of new data, automatic classification, or the integration of RAG or specific LLM tools for your domain. With over a dozen applications implemented in a few months, I am also capable of quickly delivering software that integrates AI to meet your needs. I am also accustomed to working with international teams.
English
Native or bilingual
French
Native or bilingual
Italian
Conversational
Can work on-site
Genève (up to 50km)
Experience
- OngroupHead of Artificial IntelligenceDIGITAL AND ITNovember 2025 - Today (7 months)Development of about ten AI business-oriented applications: HR, studies, automation, cost reduction, etc.
- DatadrivenAI EngineerMECHANICAL ENGINEERINGOctober 2025 - Today (8 months)Valence, FranceGeneration of automated documents from handwritten sources. Use of OCR, RAG, and LLM tools for data entry assistance, analysis, and cost evaluation.
- CSPAI ENGINEERJune 2024 - September 2025 (1 year and 4 months)12 projects on machine learning, deep learning, data processing, python, MLOps. Analysis and NLP: sentiment analysis (LSTM, embeddings, BERT, Pytorch), classification of consumer goods (text & image, CNN, RNN), bank credit scoring (Scikit-learn). Deep Learning & Computer Vision: skin lesion detection (CNN, GAN, AE, dedicated GPU training), e-commerce segmentation (DBSCAN, KMeans), recommendation systems (ACP, vectorization, lib Surprise, Implicit, cosine). Data Engineering & Viz: data visualization (Matplotlib, Seaborn, Geopandas, Panda, Numpy), pipelines & MLOps (MLFlow, Docker, GitHub workflows). Deployment & API: GCP, Azure, FastAPI & Flask.
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Education
- Master in AI EngineeringOCR, collab. Ins. Montaigne, CentraleSup (RNCP37431)2024Master Ingénieur IA
- Master Infocom specializing in Media EngineeringIngémédia, Université du Sud Toulon2012Master Infocom Spéc. Ingénierie des Média