Italos De Souza
Senior AI ML Reseacher Specialist at Samsung Electronics
São Paulo, Brazil
Summary
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Senior🎓
Top SchoolItalos De Souza is a Senior AI/ML Researcher Specialist with 11 years in software and a strong research foundation from a PhD program at UNICAMP, where he focused on deep learning for large aerial image segmentation. He has seven years of Python experience and five years of hands-on PyTorch work, delivering training and containerized deployments (Docker) for production-ready models. At Samsung he progressed from AI Researcher to Senior AI/ML Researcher Specialist, applying signal processing and machine learning to embedded fitness and health products. Comfortable bridging academia and industry, he blends rigorous algorithmic thinking (Master’s work in algorithmic game theory) with practical systems engineering for constrained devices. Colleagues value his appetite for hard problems and steady drive to turn complex research into deployable solutions.
11 years of coding experience
3 years of employment as a software developer
Bachelor of Sotware Engineering, Bachelor of Sotware Engineering at Federal University of CearaDoctor of Philosophy - PhD, Computer Science, Doctor of Philosophy - PhD, Computer Science at Universidade Estadual de Campinas
Portuguese, English
Stackoverflow
1reputation
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Github Skills (34)
javascript10
animation10
css10
nodejs10
react10
python9
math9
codebase9
certification8
apollo7
movie7
graphql6
monorepo6
relay6
apollo-client6
Programming languages (5)
Github contributions (5)
LIDS-UNICAMP/FLIM
Aug 2020 - Jun 2022
Feature Learning from Image Markers
Contributions:309 commits, 3 PRs, 85 pushes in 1 year 10 months
deep-learningmarkerscomputer-visionmachine-learningfeature-learning
italosestilon/crud-graphql-example
Sep 2018 - Nov 2018
Contributions:35 commits, 21 pushes, 3 comments in 1 month
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