Hello, I'm Vinícius, a Senior Data Scientist at Paraná Banco, where I serve as the technical lead for the Data Science team. Currently, I develop hybrid models combining machine learning and operational research to optimize contract portability, assess credit risk, and price financial products. These models are directly applied in operations and have helped the bank grow and stand out in the payroll loan market.My journey as a Data Scientist began over six years ago, during which I gained experience in various sectors, such as industry, logistics, agriculture, food, and finance. Throughout my career, I have consistently aimed to develop solutions that streamline processes and create business value.In logistics, I worked at RUMO, the largest railway company in Latin America, where I created safety models to detect defects on railways, and led projects to improve energy efficiency and vehicle monitoring.In the agricultural sector, I contributed at BRF, one of the world’s largest food companies, developing predictive models to identify risks of salmonella and mortality during transportation. I also conducted training on programming best practices, CI/CD, and version control. In the industrial sector, I had the opportunity to work at Ubivis, a startup focused on Industry 4.0, where I collaborated on projects for companies such as Electrolux, Usiminas, and Nestlé, focusing on anomaly detection and equipment control.
Aurora Coop
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Senior Data ScientistAurora CoopState Of Paraná, Brazil -
Senior Data Scientist - Technical LeadParaná Banco S/A Jan 2024 - Present- Technical leadership of the Data Science team - Development of architectures for deploying Machine Learning models - Creation of hybrid models integrating Machine Learning and operational research - Development of solutions for contract portability, credit risk assessment, and financial product pricing - Direct impact on the bank's growth in the payroll loan market -
Data ScientistParaná Banco S/A Oct 2021 - Jan 2024Curitiba, Paraná, Brasil -
Data Scientist It SpecialistBrf May 2021 - Oct 2021Curitiba, Paraná, Brasil- Responsible for data integration and development of business-oriented Machine Learning models - Deployment, monitoring, and ongoing maintenance of production models - Development and implementation of training on CI/CD and version control best practices in data science projects - Creation of predictive models for forecasting salmonella risk and mortality in transport, ensuring greater safety and logistical efficiency -
Data ScienceRumo Jul 2020 - May 2021Curitiba, Paraná, Brasil- Responsible for Data Science solutions across various areas: track safety, energy efficiency, supply chain, and vehicle monitoring - Development of models for optimization and monitoring of critical processes in railway operations - Contributed to improving safety and efficiency in the company's operations -
Data ScientistUbivis Jun 2019 - Jul 2020Curitiba E Região, Brasil- Develops and validates machine learning models for industrial optimization - Manages all stages of Data Mining projects: data analysis, processing, preparation, visualization, creation of predictive models, and validation - Develops statistical models for industrial process control - Integrates machine learning models into real-world applications, working directly on the production line and adding value for the client -
Trainee - Data ScientistUbivis Jul 2018 - Jun 2019Curitiba E Região, Brasil -
ResearcherEscola Superior De Agricultura "Luiz De Queiroz" Mar 2010 - Nov 2012Piracicaba E Região, BrasilResearcher responsible for the project on genetic diversity, spatial genetic structure, and gene flow of yerba mate (Ilex paraguariensis A. St. Hil.). In this project, I worked on the following topics:- Population Genetics - Plant Genetics - Testing and development of laboratory protocols.
Vinicius Diaz Skills
Vinicius Diaz Education Details
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Computer Engineering -
Recursos Florestais
Frequently Asked Questions about Vinicius Diaz
What company does Vinicius Diaz work for?
Vinicius Diaz works for Aurora Coop
What is Vinicius Diaz's role at the current company?
Vinicius Diaz's current role is Senior Data Scientist.
What schools did Vinicius Diaz attend?
Vinicius Diaz attended Universidade Tecnológica Federal Do Paraná, Escola Superior De Agricultura "luiz De Queiroz".
What skills is Vinicius Diaz known for?
Vinicius Diaz has skills like Linux, Git, Python, Kotlin, C++, Java, Tensorflow, Machine Learning.
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Vinicius Diaz
Técnico Em Eletromecânica - Estudante Eng. Mecânica - Mecânico De ManutençãoParanaguá, Pr -
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