Léonard Caquot is a Machine Learning Engineer currently at iGrafx since September 2022, where responsibilities include designing and deploying a business process prediction model utilizing neural networks. Additionally, Léonard Caquot serves as a Machine Learning Lecturer at CNAM Bretagne, creating and delivering an AI and Data Science course. Prior experience includes a role as a Machine Learning Engineer at the DGA, contributing to R&D projects, and serving as a Kaggle Competition Expert with a top 1% rank in a molecular properties prediction competition. Earlier positions also include internships at Sopra Steria and Renault Group, focusing on AI applications and Big Data development. Léonard Caquot holds an Engineering Diploma from IMT Atlantique and has a strong educational background in mathematics and physics.