Tales Lima Fonseca

Tales lima fonseca

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location of Tales Lima FonsecaJuiz de Fora, Minas Gerais, Brazil
Followers of Tales Lima Fonseca3000 followers
  • Timeline

  • About me

    Data Scientist — Machine Learning Engineer — Systems Analyst — Ph.D. Student

  • Education

    • Universidade federal de juiz de fora

      2017 - 2023
      Ph.d. in computational modeling machine learning and smart cities
    • Federal university of juiz de fora

      2010 - 2015
      Bachelor of computer science optimization
    • Federal university of juiz de fora

      2015 - 2017
      Master in computational modeling optimization and machine learning
    • Federal university of juiz de fora

      2010 - 2014
      Interdisciplinary bachelor of exact sciences scraping and semantic web
    • Federal university of juiz de fora

      2010 - 2016
      Bachelor of computational engineering optimization
  • Experience

    • Universidade federal de juiz de fora

      May 2013 - Oct 2013
      Collaborator of the tutorial education group of the computer science course (getcomp)

      Extension project "Increasing Government Transparency through Linked Data". The project consisted in keeping a non-relational database up to date using the PHP programming language along with Virtuoso Universal Server and later AllegroGraph. Methodologies of Scraping and Semantic Web were used to obtain and organize the data referring to Politicians of Brazil.

    • Universidade federal de juiz de fora

      Feb 2014 - Aug 2015
      Scholarship of the tutorial education group of the computational engineering course (get-engcomp)

      In 2014, worked on the research project "Optimization of the Expansion of the Transmission of an Electric System". The project consisted in optimizing an electrical engineering problem using the Simplex algorithm. Code development in C++.In 2015, worked on the research project "Integration of Computational Platforms for the Solution of Engineering Optimization Problems". The project consisted in optimizing engineering problems using a Genetic Algorithm together with an Adaptive Penalty Method (APM) for the treatment of constraints and the Abaqus commercial simulator. Code development in Python. Show less

    • Capes - coordenação de aperfeiçoamento de pessoal de nível superior

      Sept 2015 - Mar 2018

      Currently working on a research project in the area of Computational Intelligence, using techniques of Deep Learning in the concepts of Smart Cities. Code development in Python using the Tensorflow library. Worked on a research project in the area of Computational Intelligence, employing machine learning methods for directing the process of searching of a Genetic Algorithm. Code development in Python using machine learning methods from the Scikit-Learn library.

      • Ph.D. Fellow

        Sept 2017 - Mar 2018
      • Masters Fellow

        Sept 2015 - Sept 2017
    • Deeuler soluções ltda

      Jun 2016 - Apr 2018
      Systems analyst

      Development of Web platforms for educational institutions, working as Full Stack developer. Implementation of pattern recognition techniques, developed in Python for a Scraping methodology, with the objective of performing automatic data collection of the Lattes platform for the ARCA-UFJF system.

    • Itaú unibanco

      Mar 2018 - now
      • Data Science Specialist I

        Dec 2021 - now
      • Data Scientist III

        Jun 2020 - Dec 2021
      • Data Scientist II

        Apr 2019 - Jun 2020
      • Data Scientist I

        Mar 2018 - Apr 2019
  • Licenses & Certifications

  • Honors & Awards

    • Awarded to Tales Lima Fonseca
      2nd place - Project of The Year Dassault Systèmes 2016