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Research

I work mainly with computer networks and applications of artificial intelligence. Some of my topics of interest are listed below, as well as my research projects. 

Topics of Interest

  • Wireless networks
  • Industry 4.0 and 5.0
  • Machine learning
  • Data Science

Research Projects (current)

  • Fostering Text Verticalization, Term Linking and Term Harmonization with Semantic Terminological Approach (Unisinos/SAP)
  • 6G networks: challenges, architecture, and performance evaluation (CNPq)
  • Database Scaling (Unisinos/Dell)
  • AnE-PA: Agile Test Automation and Data Provisioning Tool (Unisinos/Dell)

Research Projects (past)

  • Teros (Consulting/Galapos)
  • Soluções baseadas em Aprendizagem de Máquina e Fog Computing para Gerenciamento Eficiente da Infraestrutura de Cidades Inteligentes. (Unisinos/FAPERGS)
  • Intelligent Factory (Unisinos & HT Micron)
  • HoloCare: a model for ubiquitous care in intelligent environments (Unisinos/UCPel/AMO Association/Freedom (industry)/Contronic (industry)/THDC-India/ITMO University-Russia)
  • Desenvolvimento de um Laboratório de Ensaios para Produção de Cerveja Artesanal (UFSM, Unisinos). Title in English: Design and Implementation of a Craft Beer Research Laboratory
  • Dispositivo de Medições Mecânicas Associado à Internet das Coisas (UFSM, Unisinos). Title in English: Desing of an IoT-based Device to Perform Mechanical Measurement
  • Technologies for Historical Monitoring of Environmental Accidents and Liabilities – chair
  • Determination of the physical-functional health profile of adults: a population-based study in a Brazilian municipality – co-chair
  • A Gateway for the Open Source Software Defined Perimeter (OpenSDP) – chair
  • Development of Spectrum Sensing Algorithms for Next Generation Wireless Networks
  • Development of technologies for 4th Generation Wireless Network