Fábio Perez
Director Of Data Science
São Paulo, Brazil
Summary
👤
Senior🎓
Top SchoolFábio Perez is a Director of Data Science based in São Paulo with 11+ years building and shipping AI and computer vision systems that impact millions of users across finance, e-commerce, entertainment, and more. He combines hands-on model engineering (PyTorch, OCR, object detection, metric learning) with technical direction, mentoring, and business development to turn research-grade ideas into production products. His background includes R&D partnerships with major tech firms, patent-backed vision work, and a NeurIPS best paper award on prompt-attack techniques for language models—an indicator of his interest in ML safety beyond standard applied pipelines. Equally comfortable prototyping novel research and scoping client-facing solutions, he drives company-wide best practices in data science while staying involved in implementation details.
11 years of coding experience
7 years of employment as a software developer
The University of SydneyMaster of Science (MSc), Computer Engineering, Master of Science (MSc), Computer Engineering at Universidade Estadual de Campinas
Portuguese, English, Spanish
Stackoverflow
1reputation
0reached
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Github Skills (136)
python10
classifier10
prezto10
cpp10
histogram-of-oriented-gradients10
computer-vision10
shell10
cli10
dlib10
zsh10
pytorch10
hacklang9
skill9
ai9
jax9
Programming languages (13)
Github contributions (5)
fabioperez/dotfiles
May 2015 - Sep 2024
Contributions:1 PR, 82 pushes, 1 branch in 9 years 5 months
fabioperez/skin-data-augmentation
Aug 2018 - Apr 2019
Source code for the paper 'Data Augmentation for Skin Lesion Analysis' — 🏆 Best Paper Award at the ISIC Skin Image Analysis Workshop @ MICCAI 2018
Contributions:5 commits, 6 pushes, 1 branch in 8 months
data-augmentationimage-analysispytorchmelanomadeep-learning
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