My professional background

Work experience

AI Innovation Manager - (2025 - .)

➡ Technical Innovation & AI Experimentation
• Analysis and optimization of development and operational workflows.
• Technical support and expertise on AI-related projects and R&D topics.
• Scientific and technical experimentation on emerging AI methods (prompt optimization, cache prompting, etc.).
• Evaluation and prototyping of new AI models and tools for internal use.
• Integration of AI assistants and automation tools in development environments.
• Cross-team collaboration to promote responsible and efficient use of AI.

R&D Engineer - (2024 - 2025)

➡ Transformers Models & Optimization
• Exploring new approaches to improve model accuracy.
• Fine-tuning and evaluation of Transformers models.
• Optimizing performance and reducing computing costs (PEFT).
• Backend development with Django.
• Dataset development and handling: data cleansing and visualization.

Machine Learning Software Engineer - (2023 - 2024)

➡ LLMs & RAG Systems
• Deployment and integration of LLMs with Hugging Face.
• Development of RAG systems integrating embeddings, retrieval and NLP.
• Prompt optimization.
• Application development and containment with FastAPI and Docker.
• Model evaluation and benchmarking with Ragas and Scikit-learn.

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Spoken languages

• 🇫🇷 French – C2 (Native)
• 🇬🇧 English – C1 (Fluent)
• 🇨🇳 Chinese – B1 (Basic)