João Fracasso

Machine Learning Engineering Lead at Itaú Unibanco

São Paulo, Brazil
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Summary

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João Fracasso is a Machine Learning Engineering Lead with nine years of experience building MLOps and ML-driven products at Itaú Unibanco, progressing from Data Scientist I to leading engineering efforts. With a strong electrical engineering foundation (UNIOESTE, exchange at Milwaukee School of Engineering) and a master's from UNICAMP, he blends signal processing research and practical MLOps know-how to operationalize models at scale. Early research stints at San Jose State and ITAI and an internship at Itaipu shaped his expertise in audio signal processing, BI/ETL, and embedded communications. He is particularly interested in evolutionary computation and genetic programming, bringing a research-minded approach to production systems. Based in São Paulo, João pairs methodical engineering rigor with a track record of moving experimental algorithms into reliable banking services.
code9 years of coding experience
job4 years of employment as a software developer
bookMaster's degree, Electrial Engineering, Master's degree, Electrial Engineering at Universidade Estadual de Campinas
bookEngineer’s Degree, Electrical and Electronics Engineering, 8,4, Engineer’s Degree, Electrical and Electronics Engineering, 8,4 at Universidade Estadual do Oeste do Paraná
bookEngineer’s Degree, Electrical and Electronics Engineering, 3.46, Engineer’s Degree, Electrical and Electronics Engineering, 3.46 at Milwaukee School of Engineering
languagesEnglish, Portuguese, Spanish
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Github Skills (7)

classification9
lambda-functions9
python7
pytorch7
object-detection7
machine-learning7
onnx6

Programming languages (1)

Python

Github contributions (5)

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joaofracasso/banknoteBrazil

Oct 2018 - Dec 2021

Classification of Brazilian paper money.
Contributions:1 release, 112 commits, 32 PRs in 3 years 2 months
pythonmachine-learningbrazilianmoneyclassification
joaofracasso/semanticGP

Nov 2019 - Jul 2020

Contributions:6 pushes in 8 months
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João Fracasso - Machine Learning Engineering Lead at Itaú Unibanco