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Guilherme Hathy has a diverse work experience. Guilherme began as an Auxiliar Administrativo at Construtora La Maison LTDA in 2014, followed by a similar role at Centro Educacional Solemio LTDA in 2015. In 2016, they were a Pesquisador at PET Estatística - UFPR. From 2017 to 2020, they worked at Miti Inteligência as a Gestor de P&D and Data Scientist, where they created Machine Learning and Text Mining models using Python and R, as well as web scraping and use of SQL and NoSQL databases. Guilherme also created dashboards using the Laravel framework and JavaScript. In 2020, they also worked at Knewin as a Gestor de P&D and Data Scientist, and at La Decora as CTO and Data Scientist.

Guilherme Hathy completed a Bachelor's degree in Statistics from Universidade Federal do Paraná between 2016 and 2022. Prior to that, they completed a Web Design course from Microcamp Tecnology in 2010-2011, with a focus on Webmaster. Guilherme also obtained a certification in Transforme-se com a Inovação Disruptiva from LinkedIn in April 2021.