Pedro Marcelino - Data Scientist

Pedro Marcelino

Data Scientist

São Paulo, Brazil

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Summary

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Pedro Marcelino is a data scientist with 11 years of experience combining machine learning, high-performance computing and applied research across finance and public health. Based in São Paulo, he develops end-to-end solutions in Python and R, optimizes compute-heavy code in C/C++ and Fortran, and currently applies online learning and recurrent neural networks in his MSc research to improve early sepsis detection. At Itaú Unibanco he translates data-driven models into production value, while earlier roles at Fiocruz, UFBA and SENAI CIMATEC reflect deep expertise in large-scale ETL, parallel optimizations and evolutionary hyperparameter tuning. He built a public COVID-19 monitoring platform for Bahia during 2020, illustrating a knack for rapid, impact-focused projects that bridge research and operational systems. An analytical problem solver with formal training from UFBA, ITA and USP, he is particularly interested in healthcare and finance applications of reinforcement learning, image processing and big-data HPC.

11 years of coding experience

5 years of employment as a software developer

Specialization, Data Science, Specialization, Data Science at Instituto Tecnológico de Aeronáutica - ITA

Bachelor's degree, Computer Science, Bachelor's degree, Computer Science at Universidade Federal da Bahia

University of São Paulo

English, Portuguese, Spanish

Stackoverflow

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Github Skills (6)

machine-learning4

data-science3

keras1

python1

deep-learning1

tensorflow1

Programming languages (2)

Jupyter NotebookPython

Github contributions (5)

pedronovaes/pso2

Oct 2020 - Nov 2020

Contributions:26 commits, 21 pushes, 1 branch in 1 month

pedronovaes/big-data-analysis-RevoScaleR

Apr 2016 - Dec 2019

Contributions:9 pushes, 1 branch in 3 years 8 months

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