Loïc MARCADET is currently an intern at Nexialog Consulting, starting in January 2024, focusing on the certification of ESG scores through Machine Learning and Natural Language Processing (NLP) techniques. This role involves conducting a comprehensive literature review on NLP applications in ESG reporting, designing innovative techniques for improving data certification processes, and integrating a confidence criterion into portfolio allocation strategies under ESG constraints. Previous experience includes a short-term project at Kizeo - FR in July 2021, where Loïc worked on developing an active noise reduction prototype. Loïc MARCADET holds a Master of Science in Applied and Computational Mathematics from KTH Royal Institute of Technology, with additional engineering degrees in Data Science from EURECOM and Télécom Paris, and a baccalaureate in Sciences from Lycée Ismaël Dauphin.