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Nathanael Weill's work experience includes roles such as Director of Data Science at AUDELA, Lecturer and member of the advisory group for Data Science program at McGill University, Directeur Conseil Expert at CGI, director of data science and research at LANDR Audio Inc., Senior Manager and Senior Data Scientist at Mnubo - An Aspen Technology Company, Data Scientist Team Leader and Data Scientist at Via Science, and post-doc positions at Institut de recherche en immunologie et en cancérologie (IRIC) and McGill University. Nathanael holds a PhD in Pharmaceutical Sciences and has expertise in areas such as network intelligence, data analysis, and structure-based approaches in molecular dynamics.

Nathanael Weill earned a Master's degree in MSc Structural Genomics and Bioinformatics from Université de Strasbourg in France from 2004 to 2006. Nathanael then pursued a PhD in Pharmaceutical Sciences with a focus on Computational Biology/Chemistry at the same university from 2006 to 2009.