Ricardo Guerra

Bsc, Electrical Engineer | Data Science Machine Learning

Data Specialist @ Energisa

Pursuing a Master's degree @ CEAR-UFPB

Email: ricardo.filho@cear.ufpb.br

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About

I am pursuing a Master's degree at Universidade Federal da Paraíba (UFPB), Brazil, under the supervision of Dr. Juan Moises Mauricio Villanueva. I received my B.S. in Electrical Engineering at UFPB in 2020 with an emphasis on control and automation, where one year was spent studying at Institut Polytechnique de Grenoble, France (2018/2019). I am a member of the Applied Computational Intelligence Group (GICA). As a member of GICA, I was able to work at an R&D project targeting to build a deep learning based decision-making system for an energy distribution company in Brazil.

Some of the projects I've been involved in over the last few years:

  • Member of the Computational Intelligence Group Applied to Electrical Engineering at the Federal University of Paraíba (since 2015);

  • Expertise in a Research and Development project, working on the development of an embedded artificial intelligence system to forecast electricity demand;

  • Teacher's Assistant at the programming techniques course(2017);

  • Researcher in a scientific project to analyze uncertainties in the measurements of a two-axis ultrasonic anemometer. (2018);

  • Volunteer in an extension project for inspection of electrical installations at the Federal University of Paraíba (2018);

  • Academic exchange at the Institut Polytechnique de Grenoble (Grenoble INP) in France (2018/2019);

  • Project in partnership with Siemens to develop an application in the Internet of Things (IoT) area (2019);

  • Researcher in a scientific project for detecting and correcting demand curve outliers using artificial intelligence techniques (2019/2020);

  • Graduation Thesis: Detecting Outliers on Demand Curves Using Unsupervised Learning Techniques and Deep Learning Techniques (2020).

Education Background

Master of Science (M.Sc.) in Electrical Engineering

Center of Alternative and Renewable Energies, Federal University of Paraiba (Brazil)

Advisor: Dr. Juan Moises Mauricio Villanueva

2020 - Currently

Selected Courses:

  • Systems Identification

  • Optmization

  • Applied AI Techniques

  • Signal Digital Processing



Bachelor of Science (B.Sc.) in Electrical Engineering

Center of Alternative and Renewable Energies, Federal University of Paraiba (Brazil)

Advisor: Dr. Juan Moises Mauricio Villanueva

2015 - 2020

Selected Courses:

  • Mathematics

  • Physics

  • Statistcs

  • Initiation to computation

  • Numerical calculation

  • Logical Circuits

  • Programming Technics

  • Industrial Computing

  • Other Professional Courses: Electronic Devices, Power Electronics, Electrical Circuits I and II, Signal and Systems Analysis, Electrical Materials, Analog Control, Digital Control, Electronics, Digital Systems Architecture, Communication Principles, Electrical Machines, Electrical Systems and Electromagnetism and much more.


Complementary Qualifications

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Data Science Methodology IBM Developer Skills NetworkVerification Link
Stanford Machine LearningCoursera - Stanford UniversityVerification Link
Machine Learning with PythonCoursera - IBMVerification Link