Professional Information

Information about my academic and professional work.

Overview

I am an AI engineer and researcher with expertise in:

• Generative AI & LLMs - RAG pipelines, semantic search and information extraction over document corpora
• Evaluation of AI Systems - Business-relevant metrics and cost/performance trade-offs between open-source and proprietary models
• Time Series Analysis & Machine Learning - Advanced machine learning techniques for temporal data
• Similarity Search Applications - RAG, indexing, ANN, and such
• Predictive Maintenance - Industrial applications of AI for fault prediction and prevention
• AI Industrialization - Deployment and scaling of machine learning solutions using modern DevOps practices
• Open Source Development - Core developer of aeon-toolkit (NumFOCUS)

Current Position

AI Engineer at Novahé & Constellation, technical lead on the development, production deployment and evaluation of generative AI solutions, alongside R&D, pre-sales, and training activities in AI.

Academic Background

• Postdoctoral Researcher (ENSTA Paris, 2022-2024) - Rare event prediction using sensor data for EDF
• Ph.D. in Computer Science (University of Orléans, 2019-2022) - Specialized in time series classification with shapelets

Navigation

• Curriculum Vitae
• Publications
• Conferences
• Reviewer Work
• Public Communications

Contact

For professional inquiries, reach out through GitHub or LinkedIn.