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Work Background
Itaú UnibancoDeep Learning Specialist
Dec. 2022BrazilMy job as a deep learning specialist is to help boost the bank's efficiency and/or effectiveness in its internal processes, especially in legal operations. To achieve these objectives, the main means is to explore structured and unstructured data that the bank has, especially in my case legal texts. The work involves several activities: - Propose innovative solutions, based on new technologies and published studies - Development of advanced models and neural networks - Knowledge sharing and technical assistance/mentoring for data scientists and teams - Experimentation/creation of new techniques and customized algorithms to solve specific problems in the field of work - Constant study and learn new things every day.
Itaú UnibancoSenior data scientist
Sep. 2021 - Dec. 2022São Paulo, São Paulo, BrasilIn a company the size of Itaú, we have a lot of data and they generally have a lot of hidden knowledge. The data scientist's job is to mine this data using machine learning/statistics techniques to extract this "hidden gold", generating new flows, applications and, ultimately, huge financial benefits. The abundance of data is large in the bank so we use several techniques on a daily basis (creativity is important). As I work in the legal part of the bank, it is important to work mainly with NLP (Natural Language Processing) techniques to explore legal texts. In this work it is very important to be updated with the main technological advances and new techniques related to the fields of artificial intelligence, programming and database solutions. Not only it will serve as more tools in the arsenal but also to contribute/follow the constant evolution of the institution
Itaú UnibancoSenior data scientist | Product Owner
Sep. 2020 - Mar. 2022São Paulo, BrasilI am the Product Owner of a Squad dedicated to data science projects for the bank's legal department. We are 8 Data Scientists, 2 Process Engineers, 2 Developers, 1 Tech Lead and 1 Team Lead. Our team is responsible for delivering several efficiency improvements/gains through different machine learning models. We develop regression models, classification, rare event detection and NLP mainly.
Itaú UnibancoBudget Analyst
Apr. 2018 - Sep. 2020São Paulo, BrasilSimulations with self developed tools (python), projections, monitoring and control of the budget of expenses arising from civil processes
Itaú UnibancoAnalyst
Aug. 2016 - Mar. 2018São Paulo, BrasilDevelopment of applications aimed at automating processes and data analysis
Itaú UnibancoIntern
Mar. 2015 - Aug. 2016
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