Misael Rezende
Jr. Computer Vision Analyst at Maxtrack
Minas Gerais, Brazil
Summary
👤
Senior🎓
Top SchoolMisael Rezende is a Jr. Computer Vision Analyst with 8 years of hands-on experience building end-to-end ML systems, from large-scale dataset curation to deployment and production monitoring. He has driven cloud-based CV components at Maxtrack, improving model robustness through targeted data collection and augmentation while bringing production readiness via ONNX, TensorRT and TF-Serving optimizations. Comfortable across PyTorch, TensorFlow, OpenCV and infrastructure tools like Docker, DVC, MLflow and AWS, he owns reproducibility through experiment and artifact tracking. His background includes creating a 130k+ image fine-grained dataset and research on efficient networks and PTZ camera self-calibration, highlighting a blend of applied research and production focus. Based in Minas Gerais, Brazil, he combines research-driven curiosity with practical engineering to push models from prototype to reliable service.
8 years of coding experience
1 year of employment as a software developer
Bachelor's degree, Information Systems, Bachelor's degree, Information Systems at Universidade Federal de Minas Gerais
English, Portuguese, French
Github Skills (7)
fitness1
risc1
api1
backend1
mongodb1
nodejs1
risc-v1
Programming languages (6)
Github contributions (5)
misaelrezende/UFMG
May 2019 - Aug 2022
Alguns trabalhos práticos que fiz em algumas disciplinas na UFMG
Contributions:200 commits, 4 PRs, 13 pushes in 3 years 4 months
misaelrezende/misaelrezende
Jun 2021 - Mar 2024
Contributions:3 PRs, 8 pushes, 1 branch in 2 years 9 months
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