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Sami Benmadda is a data scientist with experience spanning multiple roles and industries. Currently, Sami serves as a volunteer at Data For Good, contributing to social problem-solving initiatives and co-authoring a forthcoming white paper on generative AI. Prior roles include data scientist positions at Infolegale and DAG System, where Sami focused on developing data and AI solutions for sports applications and implementing various algorithms. An internship at addactis involved research and development of machine learning algorithms for insurance pricing. Sami has also gained practical experience in marketing data science through an internship at King. Educational credentials include a Master's in Econometrics and Statistics from I.S.F.A, participation in an Erasmus exchange program in Data Science & Business at the University of Mannheim, and a Bachelor's in Mathematics and Economy from Université Claude Bernard Lyon 1.