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Cécile Giang is a Consultante Data Scientist at MP DATA since January 2023, with prior experience as a Data Scientist specializing in Natural Language Processing (NLP) at Ubisoft from February to August 2022. At Ubisoft, Cécile contributed to the ideation, bibliographic study, implementation, and optimization of a semantic search engine aimed at analyzing comments on Reddit and performing automatic benchmarking for competing games, utilizing various NLP and Machine Learning techniques, including language models like BERT and BART. Cécile also worked at Pure Data Source in June 2020, focusing on annotation tools and a preliminary study for a medical AI application in dermatology. Cécile holds a Master's degree in Data, Learning, and Knowledge in Artificial Intelligence and Data Science from Sorbonne Université (2020-2022) and a Bachelor's degree in Computer Science from Pierre and Marie Curie University (2016-2020).