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Matheus Marins is a Machine Learning Engineer at Bold.org since May 2023, previously serving as a Data Scientist at Traive from October 2021 to May 2023. Matheus has extensive research experience as a Research Assistant at Laboratório de Sinais, Multimídia e Telecomunicações - SMT from October 2016 to May 2023, where involvement included developing machine learning models for fault detection in oil pumps. Additionally, Matheus co-founded Octos, serving as CFO and Board Member from May 2019 to April 2023, focusing on AI-based monitoring solutions. Early in the career, Matheus supported linear algebra instruction as a Teacher Assistant at Universidade Federal do Rio de Janeiro. Matheus holds a PhD, Master's degree, and Bachelor's degree in Electrical and Electronics Engineering from Universidade Federal do Rio de Janeiro.