Luiz F.Data Scientist
Skills
A data scientist with four years of industry experience and a proven track record in machine learning research and development, this candidate holds a PhD in Computer Engineering. The expertise encompasses a diverse range of machine learning techniques, including regression, classification, and clustering. Demonstrated proficiency in designing ensemble models for industrial applications has led to publications and enhancements in preventive maintenance strategies. Previous roles include backend development and the creation of a scalable data architecture utilizing AWS for data lakes, showcasing strong skills in feature engineering, ETL automation, and big data solutions. The ability to communicate complex results through storytelling and use case driven insights is leveraged to guide informed business decision-making.
Machine Learning Scientist
1/1/2021 - 7/1/2021
Designed and implemented an ensemble model using machine learning techniques to accurately forecast industrial machine signal values, leading to the publication of an article and enabling the application of preventive maintenance practices within the organization.Backend Developer
9/1/2019 - 3/1/2020
Architected and developed the backend infrastructure of a web system aimed at enhancing solutions through human verification, successfully completing the implementation of a comprehensive web solution for a product before the project was unfortunately halted due to the COVID-19 pandemic.Data Scientist
4/1/2016 - 5/1/2019
Created and managed a data lake with millions of records utilizing AWS, performed feature engineering with big data through PySpark, and automated the ETL process using various AWS tools, resulting in a currently utilized solution by the organization.
Computer Engineering at University of Pernambuco
2019 - 2024Systems Engineering at University of Pernambuco
2015 - 2017Computer Engineering at University of Pernambuco
2008 - 2013
Computer Engineering at University of Pernambuco
1/1/2019Systems Engineering at University of Pernambuco
1/1/2015Computer Engineering at University of Pernambuco
1/1/2008
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