Freelancer profile translated to English.
Back to original languageAbout Marion
Engineer in applied mathematics and PhD in computer science, I have been working in the NLP field for 5 years now.
With experience combining corporate R&D and academic research, I enjoy challenging the latest technological advancements within the constraints of your use cases and production environments.
Through my teaching assignments and various presentations at seminars and conferences, I have acquired strong pedagogical and communication skills, as well as a pronounced taste for training and knowledge sharing.
My areas of expertise primarily concern NLP, LLMs, RAG, knowledge graphs, and ontologies. I would be delighted to join your projects to train your teams, conduct a state-of-the-art review, consider the integration of cutting-edge techniques into your solutions, or develop prototypes.
My publications are accessible on Google Scholar.
French
Native or bilingual
English
Fluent
Remote only
Primarily works remotely
Experience
- Ministère de l'Education Nationale et de la JeunesseTraining in Generative AI for Primary School PrincipalsPUBLIC SECTORMarch 2025 - March 2025Lattes, FranceTraining on artificial intelligence and more specifically generative artificial intelligence for primary school principals.
- Definition of theoretical concepts to understand how generative artificial intelligence systems work.
- Listing of generative artificial intelligence solutions specialized for education (generation of educational content, support in administrative tasks, personalization of materials for learners of different levels or neuroatypical individuals, ...)
- Hands-on practice with some of these solutions to optimize pedagogical and administrative work, particularly through prompting techniques.
- Mews PartnersLeading Seminars on LLMsCONSULTING AND AUDITSNovember 2024 - November 2024Paris, FranceLeading technical seminars on LLMs, knowledge graphs, RAG, and their potential synergy.
- Groupe GEMAPedagogical LecturerEDUCATION AND E-LEARNINGApril 2023 - Today (3 years and 2 months)Lyon, FranceMathematics teaching modules for the first years (B1).Computer science teaching modules for the final years (M2): NLP, LLM, Information retrieval, Search engines
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Education
- Engineer in MathematicsINSA Rouen Normandie2020Mathématiques théoriques et appliquées, Informatique
- PhD in Computer ScienceINSA Rouen Normandie2025Towards efficient Knowledge Graph-based Retrieval Augmented Generation for conversational agents