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Sophie Crespo is a data scientist and AI engineer currently employed at Once For All France since March 2023, following a range of positions focused on data science and financial planning. Previously at Millionroads from March 2020 to February 2023, Sophie specialized in natural language processing, automation of processes, and data management utilizing Python. Sophie's extensive background includes roles in financial planning at various firms, including Olivier Pietri Consultant and BNP Paribas, where expertise in tax consultation and client portfolio management was developed. Educational qualifications consist of degrees in artificial intelligence and Python development from OpenClassrooms, alongside a Master's degree in financial planning from Université d'Auvergne and a business school Master's in finance from ICN Business School.