About

Some details about my professional background and interests.

Experiences
  • Data Scientist at 2RP Net (2022-actual)
  • Data Scientist/Specialist at Facti (2019-2022)
  • Phd researcher at UNICAMP (2015-2019)**
  • MsC researcher at UFPE (2013-2015)*
  • Scientific initiation at UNICAMP (2008-2012)*
  • Financial supports: * = CNPq; ** = CAPES and CNPq.
Marcelo Santos Carielo
FigAbout
My latest works
Dev.to
Posts on the Dev.to
RPubs
RPubs - R works
Intechopen.jpg
Chapter of book
Conference proceedings
Codes on Github

Portfolio

Works on machine learning, applied mathematics, and software development.

Some mini-apps in prod

Skills

Experience in development of predictive modeling with machine learning and statistics, using tools based-on Python and R. Also has experience with scientific research, lectures, and a pinch of Python dev with Flask, Docker and Git.

Awards:

  • 2022 - Silver Medal in Kaggle Competition "JPX Tokyo Stock Exchange Prediction"
  • 2021 - Honorable mention for ranking 2° in 50th Brazilian Congress of Agricultural Engineering (CONBEA 2021) with the work: "Modelagem Preditiva com Aprendizagem de Máquina para a Produção de Café dos Munícipios de Minas Gerais" (download)
  • 2018 - Finalist in the poster presentation in 7th Conference on Applied Geometric Algebras in Computer Science and Engineering (AGACSE 2018)

  • Research

    Has published scientific articles in specialized journals and received awards at conferences.

    Machine Learning

    Development of solutions with machine learning models using clustering, time series, natural language processing, computer vision, LLM, regression and classification tasks.

    Data Visualization

    Development of visualizations with frameworks based-on Python (Matplotlib, Seaborn, Plotly), R (ggplot2) and Java Script (Echarts).

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    October 2024