André Paulo Dantas de Araújo

About

I'm PhD Candidate in Computer Science at the University Federal Fluminense - UFF, I combine my academic research and practical skills to develop innovative and scalable solutions for complex problems. I worked at the Brazilian Navy for 8 years as a software engineer.

My current research focuses on machine learning methods using reinforcement learning, while my current project involves developing micro-services systems for training models based on neural networks for interpretation, information extraction. I work with a variety of technologies, such as Springboot-Java, PostgreSQL, Azure, Kafka, Docker, Kubernetes, Gitlab, Jenkins, Swagger API, Angular, ReactJS, NodeJS, and Python Flask. I am passionate about creating intelligent and efficient solutions that can improve the performance and quality of processes and products in various domains.

Employment

• Universidade Federal Fluminense Instituto de Computação PhD Candidate
  2022 - 2026

Education

• Universidade Federal Fluminense Instituto de Computação Master Degree
  2019 - 2022

Projects & Funding

Projects & funding information is unavailable.

Publications (8)

• General System Architecture and COTS Prototyping of an AIoT-Enabled Sailboat for Autonomous Aquatic Ecosystem Monitoring
  IEEE Internet of Things Journal 2024 DOI: 10.1109/JIOT.2023.3324525
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• Reinforcement-learning robotic sailboats: simulator and preliminary results
  arXiv 2024 DOI: 10.48550/ARXIV.2402.03337
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• Vision of the Seas: Open Visual Perception Framework for Autonomous Sailing Vessels
  2023 30th International Conference on Systems, Signals and Image Processing (IWSSIP) 2023 DOI: 10.1109/iwssip58668.2023.10180295
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• Sustainable Solutions for Sea Monitoring With Robotic Sailboats: N-Boat and F-Boat Twins
  Frontiers in Robotics and AI 2022 DOI: 10.3389/frobt.2022.788212
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• Energy Management in Autonomous Vessels Using Restricted Boltzmann Machine
  2021 Latin American Robotics Symposium (LARS), 2021 Brazilian Symposium on Robotics (SBR), and 2021 Workshop on Robotics in Education (WRE) 2021 DOI: 10.1109/lars/sbr/wre54079.2021.9605413
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• Utilizando HMM para previsão de preço e estratégia de investimento em criptomoedas BitCoin
  Anais do IV Workshop em Blockchain: Teoria, Tecnologias e Aplicações (WBlockchain 2021) 2021 DOI: 10.5753/wblockchain.2021.17136
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• Design and Implementation of a Control System for a Sailboat Robot
  Robotics 2016 DOI: 10.3390/robotics5010005
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• N-BOAT: An Autonomous Robotic Sailboat
  2013 Latin American Robotics Symposium and Competition 2013 DOI: 10.1109/lars.2013.52
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