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Matheus Ferreira Marques Cavalcante has a range of work experience in different roles. Matheus began their career as a Technology Intern at Ikhon Tecnologia from January 2013 to July 2013. After that, they took on the position of a Teacher at Filhos - Educação e Aulas from August 2018 to September 2019, teaching various subjects. Following this, Matheus worked as a Data Scientist at Levels - Inteligência em Relações Governamentais. In this role, they collected and analyzed data from social media platforms such as Facebook, Instagram, Twitter, and YouTube, as well as official publications and organizations. Matheus used programming languages such as R and Python, along with tools like Gephi and Microsoft Power BI. Matheus then transitioned to Pmweb, where they began as a Junior Business Intelligence Analyst from December 2020 to September 2021. Matheus was then promoted to a Business Intelligence Analyst role, working from September 2021 to June 2022, and finally to a Senior Business Intelligence Analyst role, starting in June 2022.

Matheus Ferreira Marques Cavalcante pursued their education at the Universidade de Brasília from 2011 to 2018, where they completed a Bachelor's degree in Statistics.