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  • BTG Pactual
  • Belo Horizonte, Brazil
  • LinkedIn in/pedbrgs

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pedbrgs/README.md

About me

I hold a bachelor's degree1 in Systems Engineering and a master's degree2 in Computational Intelligence, both from Universidade Federal de Minas Gerais (UFMG). I am currently pursuing a PhD in Optimization at UFMG, with visiting research experience at the University of Bristol. Alongside my studies, I serve as Associate Director of Artificial Intelligence at BTG Pactual. With over 10 years of research and development experience, my work spans computer vision, data science, machine learning, natural language processing, operations research and optimization. In my free time, I like training Brazilian jiu jitsu, skateboarding, traveling, cooking and enjoying a good cup of coffee. Feel free to get in touch!

1 Bachelor's thesis: full text (in Portuguese)
2 Master's thesis: full text (in Portuguese) · video presentation (in Portuguese)


Selected publications:

For additional publications, please visit my profiles on Google Scholar or ResearchGate.


Projects:


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  1. gaia-solutions-on-demand/DFireDataset gaia-solutions-on-demand/DFireDataset Public

    D-Fire: an image data set for fire and smoke detection.

    Python 407 44

  2. Fire-Detection Fire-Detection Public

    Fire and smoke detection using spatial and temporal patterns.

    Python 83 13

  3. PyCCEA PyCCEA Public

    A Python package of cooperative co-evolutionary algorithms for feature selection in high-dimensional data.

    Python 15 2

  4. accarniel/fsr accarniel/fsr Public

    An R package for handling fuzzy spatial data

    R 11 4

  5. MetaFS MetaFS Public

    A meta-learning approach to feature selection algorithm recommendation for binary classification tasks.

    Python 5

  6. High-Dimensional-Datasets High-Dimensional-Datasets Public

    A collection of high-dimensional datasets for performance evaluation experiments in machine learning.

    Jupyter Notebook