Ramon Gonze

PHD Student at École Polytechnique

Minas Gerais, Brazil
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Summary

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Senior
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Ramon Gonze is a PhD candidate in computer science cotutelle between École Polytechnique and UFMG, with nine years of experience focusing on formal models for quantifying privacy and utility in data releases. His work applies Quantitative Information Flow and differential privacy frameworks to help data curators balance participant privacy with analytical usefulness, and he has collaborated with Inria on shuffling and differential privacy analyses. Ramon’s master thesis developed a QIF model for attribute-inference attacks and sampling-based utility, reflecting a strong mix of theoretical rigor and practical tooling (including a geometric visualization tool built during undergraduate research). He has hands-on experience teaching programming and supporting IT operations, giving him an uncommon blend of research depth and user-facing technical support. Based in Minas Gerais, Brazil, Ramon brings a measured, formal approach to privacy-preserving data publishing that is directly aimed at informing real-world curator decisions.
code9 years of coding experience
job3 years of employment as a software developer
bookDoctor of Philosophy - PhD, Computer Science, Doctor of Philosophy - PhD, Computer Science at École Polytechnique
bookAssociate's degree, Informatics, Associate's degree, Informatics at Fundação de Ensino de Contagem (FUNEC)
bookMaster's degree, Computer Science, Master's degree, Computer Science at Universidade Federal de Minas Gerais
languagesEnglish, Portuguese
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Github Skills (25)

differential-privacy9
data-privacy9
quantitative8
python8
vega7
dataflow-programming7
qif7
machine-learning7
latex7
visualization6
data-visualization5
privacy5
re-identification5
pii5
data-quality4

Programming languages (4)

JavaC++TeXPython

Github contributions (5)

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discentesppgcc/ppgccufmg

Jul 2022 - Jan 2023

Uma classe LaTeX para dissertações, teses e propostas do Programa de Pós-Graduação em Ciência da Computação (PPGCC) da Universidade Federal de Minas Gerais (UFMG).
Contributions:2 releases, 12 commits, 1 PR in 5 months
minascomputalatexprogramauma
ramongonze/pc

Apr 2019 - Dec 2019

Contributions:42 commits, 18 pushes in 8 months
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Ramon Gonze - PHD Student at École Polytechnique