Matheus F.Data Scientist
Skills
A Doctor in Mechanical Engineering with a specialization in control and automation, as well as signal analysis. Current professional responsibilities include acting as a data scientist concentrating on research operations. This role involves developing forestry planning optimization models, creating dashboards, formulating productivity models, and providing automation and programming support to business partners.
Data Scientist
3/1/2021 - Present
Specialized in developing and supporting optimization solutions to enhance forestry planning, including silviculture, harvesting, and logistics. Focused on modernizing and digitalizing forest operations to provide data-driven insights for informed decision-making. Translated business models and internal client demands into precise mathematical models, achieving cost-effective resource and effort allocation. Proficiency in optimization algorithms and mathematical modeling, utilizing tools such as Python, R, and specialized forestry planning software. Implemented solutions to ensure optimal planning and efficient operations, contributing significantly to process improvements and resource management. Demonstrated expertise in advanced data analytics and continuous process enhancement, facilitating the modernization of forestry operations.Business Analyst
2/1/2020 - 2/1/2021
Developed expertise in working with optimization and planning software, specifically Otimix by Linear S.M. Focused on comprehending various client business models and translating their objectives, restrictions, and demands into mathematical models. Utilized these models for optimization, providing valuable guidelines for decision-making processes.Doctorate
1/1/2016 - 4/1/2020
Completed a doctorate degree with a focus on designing, simulating, and validating the performance of H∞, μ-synthesis, and parameter-dependent controllers to stabilize oil-whip effects and attenuate lateral vibrations of rotors supported by journal bearings, even in worn conditions, using active magnetic bearings. Conducted extensive research and experiments in rotor dynamics, journal bearings, and active magnetic bearings. Specialized in modern control techniques and executed detailed vibration and modal analysis. Undertook a one-year exchange period at TU Darmstadt, Germany, to perform experimental validation of the theoretical findings.
Mechatronics, Robotics and Automation and Control Engineering at State University of Campinas
2010 - 2015Mechanical Engineering at State University of Campinas
2016 - 2020Mechanical Technician at Technical School of Campinas
2006 - 2008
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