Ramon Durães
Backend Developer ML Engineer at Shopify
Minas Gerais, Brazil
Summary
👤
Senior🎓
Top SchoolRamon Durães is a backend and ML engineer with 11 years of experience building production-ready machine learning systems for healthcare and industry, currently at Shopify. He blends academic rigor as a master's student researching interpretability of deep models with hands-on engineering—integrating image and NLP models into distributed marketplaces at SingularityNET and deploying ML services at Take Blip and Lesgow. Skilled across Python, Docker, AWS, CI/CD and full-stack tooling, he focuses on making complex models usable and explainable for clinical and bioinformatics applications. Ramon also teaches and writes—he led a DevOps postgraduate course and co-authors a bioinformatics-focused data science blog—demonstrating an ability to communicate technical work to diverse audiences. Notably, his background spans control and automation engineering, robotics strategy, and early deep learning research on facial expression recognition, giving him a rare mix of systems thinking and ML experimentation. He values healthy living as fuel for long-term impact in improving diagnostics, treatments and patient outcomes.
11 years of coding experience
8 years of employment as a software developer
Bachelor's degree Computer Science with Artificial Intelligence, Bachelor's degree Computer Science with Artificial Intelligence at University of NottinghamMaster's degree Computational Intelligence, Master's degree Computational Intelligence at Universidade Federal de Minas Gerais
English, French, Spanish, Portuguese
Stackoverflow
26reputation
483reached
1answer
0questions
Github Skills (26)
kovan10
efficientnet9
resnet8
nvidia-docker7
portal7
ethereum7
blockchain7
tfs6
eclipse-cdt6
azure-devops6
plugin6
documentation5
cli5
interaction5
cuda5
Programming languages (9)
Github contributions (5)
ramongduraes/super-resolution-service
Oct 2018 - Mar 2020
Contributions:163 pushes, 6 branches in 1 year 4 months
singnet/super-resolution-service
Oct 2018 - Mar 2020
Contributions:182 commits, 37 PRs, 19 pushes in 1 year 4 months
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