Aknowledgement

Gratitude to Ms. Ophélie Guichard for giving me the opportunity to work at Michelin as support for the digital transition of the UMO plant. Her trust, guidance, and expertise were key elements in my professional development.

Thanks to Mr. Jordan Frecon Patracone for his excellent transmission of skills and knowledge. His expertise in machine learning and his undeniable passion for teaching are my greatest sources of inspiration.