Rafael Dantas
Machine Learning Engineering Manager at TRACTIAN
São Paulo, Brazil
Summary
👤
Senior🎓
Top SchoolRafael Dantas is a Machine Learning Engineering Manager based in São Paulo with a decade of experience building data pipelines and predictive maintenance models for industrial environments. He progressed through technical roles at TRACTIAN from Data Scientist to Engineering Manager, demonstrating a knack for turning sensor data into operational insights that simplify maintenance workflows. With a Computer Engineering background from UFRN, Rafael blends hands-on model development, MLOps infrastructure, and cross-functional leadership to ship reliable production ML. He also has experience applying ML in education and health sectors earlier in his career, reflecting a pragmatic ability to adapt techniques across domains. Colleagues value his combination of technical depth and a product-minded approach to solving real-world industrial problems.
10 years of coding experience
7 years of employment as a software developer
Federal University of Rio Grande do NorteTécnico em Informática, Informatics, Técnico em Informática, Informatics at IFRN
Portuguese, English
Github Skills (13)
campus9
rio6
react5
nodejs5
javascript4
typescript4
external4
python3
dos2
machine-learning2
dspace1
mlops1
mlflow1
Programming languages (6)
Github contributions (5)
rafagarcia2/sorvsoft
Jan 2017 - Jan 2020
Contributions:2 pushes, 1 branch in 2 years 11 months
EJECT4UFRN/fbc-media
Feb 2018 - Aug 2019
Contributions:9 pushes, 2 branches in 1 year 6 months
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