Rafael Vareto
Computer Vision Data Scientist
São Paulo, Brazil
Summary
👤
Senior🎓
Top SchoolRafael Vareto is an AI/ML research specialist and PhD candidate at UFMG with a decade of experience bridging academic research and industry, currently working on machine learning and computer vision problems at Samsung. His research focuses on biometrics and open-set facial recognition, informed by a doctoral research stint at the University of Zürich and applied projects with Petrobras and Maxtrack. Comfortable moving models from theory to real-world systems, he has a track record of leading research efforts and collaborating with industry partners. Based in São Paulo, he blends rigorous academic training with hands-on engineering, and maintains a public research homepage showcasing his work and datasets.
10 years of coding experience
9 years of employment as a software developer
Bachelor of Science - BS Mathematics and Computer Science, Bachelor of Science - BS Mathematics and Computer Science at UFOP - Universidade Federal de Ouro PretoTechnical High School Diploma Industrial Computing, Technical High School Diploma Industrial Computing at Centro Federal de Educação Tecnológica de Minas GeraisInternational Undergraduate Year Computer and Information Sciences, International Undergraduate Year Computer and Information Sciences at University of StrathclydeDoctor of Philosophy - PhD Machine Learning, Open-set Biometrics and Computer Vision, Doctor of Philosophy - PhD Machine Learning, Open-set Biometrics and Computer Vision at Universidade Federal de Minas GeraisInvited Doctoral Researcher Machine Learning, Open-set Biometrics and Computer Vision, Invited Doctoral Researcher Machine Learning, Open-set Biometrics and Computer Vision at University of Zurich
Portuguese, English
Stackoverflow
304reputation
11kreached
2answers
7questions
Github Skills (30)
python10
machine-learning10
deep-learning10
gpu10
numpy9
interpretation9
neural-network9
tensor9
gpu-acceleration9
autograd8
generative-adversarial-network7
loss-functions7
computer-vision6
dlib6
convolution6
Programming languages (2)
Github contributions (5)
rafaelvareto/HPLS-HFCN-openset
Dec 2016 - Oct 2019
Contributions:141 commits, 47 pushes, 16 branches in 2 years 10 months
rafaelvareto/Spoofing-CIARP19
Aug 2018 - Feb 2020
Contributions:157 commits, 12 pushes, 2 branches in 1 year 5 months
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