Giovani Candido
Researcher at Recogna Laboratory
São Paulo, Brazil
Summary
👤
Senior🎓
Top SchoolGiovani Candido is a researcher and PhD student in Computer Science based in São Paulo with nine years of experience spanning software and web development and applied machine learning. He holds a Master’s and Bachelor’s in Computer Science from UNESP and began a focused technical path after IT studies at ETEC. Since 2021 he’s contributed to Recogna Laboratory research while securing FAPESP scholarships to pursue projects on prototypical neural networks, metaheuristics, and ML-driven assessment of urban tree biodeterioration. A visiting scholar at TECNALIA, he explored improving few-shot image classification with genetic programming, blending evolutionary computation with deep learning. Giovani combines hands-on coding on GitHub with rigorous experimental research, bridging practical software delivery and academic innovation. His work highlights an uncommon intersection of environmental application and few-shot learning methods.
9 years of coding experience
Doctor of Philosophy - PhD, Computer Science, Doctor of Philosophy - PhD, Computer Science at Universidade Estadual Paulista Júlio de Mesquita FilhoEscola Técnica Estadual "Joaquim Ferreira Do Amaral"
English, Portuguese
Github Skills (46)
zypper10
time-series-forecasting10
optimizers9
opensuse9
python9
obs9
optimization9
evaluation-framework8
roberta8
cli8
package-installer8
sentence-similarity8
rpm8
metric-learning8
similarity8
Programming languages (2)
Github contributions (5)
giovcandido/prototypical-networks
Aug 2021 - Dec 2021
Contributions:57 commits, 43 pushes, 2 branches in 4 months
giovcandido/sedona
Aug 2021 - Sep 2021
Contributions:4 releases, 118 commits, 27 pushes in 1 month
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