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Cauê Guimarães has a diverse work experience in various companies and educational institutions. Cauê started their career in 2012 as a Partner at Guimarães Consultoria & Associados. Cauê then held roles as a Professor at several educational institutions including Universidade Positivo, Faculdade Inspirar, ISAE/FGV, and University Education. In terms of industry experience, Cauê worked as a Data Analysis Coordinator and Finance Analytics Coordinator at EBANX from 2018 to 2021. Cauê also served as the Head of Machine Learning at bornlogic from 2021 to 2022. Currently, Cauê is employed as a Data Lead at Purple Metrics and a Professor at Sirius Educação.

Cauê Guimarães completed a PhD in Numerical Methods in Engineering, specializing in Statistics, from Universidade Federal do Paraná from 2014 to 2019. Cauê also obtained a Master's Degree in Business Administration, focusing on Decision-making Process, from Pontifícia Universidade Católica do Paraná from 2008 to 2010. In addition, they earned a Master of Business Administration (MBA) in Finance from Ibmec in 2020. Cauê also pursued a Leadership in Policy course in Public Policy Management from Fundação Novo Brasil between 2020 and 2021. Cauê completed a Pós-graduation in Business Planning and Management from Universidade Positivo in 2007-2008 and a graduation degree in Statistics from Universidade Federal do Paraná from 2002 to 2006. Furthermore, Cauê obtained an extension certificate in Basics of Economics - understanding how the market works from Katedra in 2015. Cauê also holds a certification in Honor Code Certificate for Valoración de futbolistas con el método AHP from Universitat Politècnica de València (UPV) - edX, earned in 2015.