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Marcelo Lins de Souza has a diverse work experience in various roles and industries. Marcelo started their career at Sinn Tecnologia as a Business Intelligence Analyst from January 2011 to March 2016. Marcelo then joined FUNDACAO COORDENACAO DE PROJETOS, PESQUISAS E ESTUDOS TECNOLOGICOS - COPPETEC as an Analyst Sistemas from April 2010 to December 2017. Following that, Marcelo worked at First Decision as an Analyst BI/Pentaho from December 2017 to January 2020. Marcelo then became the Coordinator of Curso at UniSãoJosé from January 2017 to July 2020. Marcelo later joined Instituto Unibanco as an Engenheiro de dados in February 2020, where they are currently employed. Most recently, they started working as a Backend Software Engineer at BeyondRisk in January 2023.

Marcelo Lins de Souza completed their Bachelor's degree in Applied Computational Mathematics from the Universidade Federal Rural do Rio de Janeiro from 2005 to 2009. Following this, they pursued a Master's degree in Systems Engineering with a specialization in Optimization from the Universidade Federal do Rio de Janeiro between 2010 and 2013.