Experience

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  Uerj - universidade do estado do rio de janeiro

  Jun 2015 - Jul 2016

  Assistente de pesquisa

  Project name: Evolutionary Synthesis of Intelligent SystemsShort Description: Development of an extrinsic platform using Genetic Algorithm for synthesis of electronic circuits.

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  Laboratório de inteligência e robótica aplicada - puc-rio

  Mar 2019 - now

  Pesquisador

  Worked on different projects in the field of data science and autonomous robotics. He also works with research in the area of ​​Computer Science, focusing on explainability, fairness and open set learning.Main projects:* Soybot & Soybot 2Agricultural robotics projects for the inspection of soybean and cotton plantations, capable of autonomously navigating through the plantation. Main responsibilities:- Development of algorithms for autonomous navigation using computer vision.- Development of a Deep Learning model to detect objects on a plantation.- Creation and programming of the robot state machine.- Development of a user interface for robot monitoring.* Data Analysis to Identify Suspected Fraud in Water ConsumptionUse of data analysis models to identify suspected water consumption fraud in different Brazil locations. Worked on all stages of the project, such as data organization, data analysis, pre-processing, and use of machine learning models, creating a pipeline for validation of the final approach. Show less

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  Pontifícia universidade católica do rio de janeiro

  Apr 2020 - now

  Research and teaching assistant

  Worked with teaching monitoring for undergraduate and graduate courses, being responsible for teaching practical classes on neural networks and applied computational intelligence

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  Universidade do estado do rio de janeiro

  Aug 2021 - now

  Cursos lecionados:- Tópicos especiais em Engenharia de Sistemas e Computação AIntrodução a projetos de ciência de dados; pré-processamento de dados e análise exploratória; apresentação de métodos tradicionais de Machine Learning; Redes Neurais; aplicações.- Arquitetura de Sistemas OperacionaisFuncionamento de um sistema operacional; processos e threads; algoritmos de gerenciamento de processos e memória.- Redes de ComputadoresApresentação top-down de camadas do modelo TCP/IP; aplicações.- Projeto de Ambiente ComputacionalIntrodução de tópicos importantes de projetos de computação; visualização e apresentação de dados; criação de projetos de computação. Show less

  • Professor assistente

    Jan 2024 - now

  • Professor substituto

    Aug 2021 - Jan 2024