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Ryan Dutra, MSc., is an experienced Data Scientist currently employed at Shape since June 2022, focusing on the full machine learning lifecycle for predictive maintenance projects. Prior to Shape, Ryan worked at Rede Globo from September 2020 to June 2022, where responsibilities included executing end-to-end data science projects and serving as Data Product Manager for a sales recommendation system. Ryan’s earlier experience includes a role as a Tech & Data Analytics Consultant at EY, specializing in advanced analytics across various sectors, and an internship as a Data Analyst at BNDES. Educational credentials consist of a Master's degree in Computer Science from Cefet/RJ and a Bachelor's degree in Economics from Universidade Federal Rural do Rio de Janeiro.