Rute De Abreu
Senior Machine Learning Engineer at Stellantis
Rio Grande do Norte, Brazil
Summary
👤
Senior🎓
Top SchoolRute De Abreu is a Senior Machine Learning Engineer with a decade of experience building production ML systems, currently shaping ML pipelines and MLOps at Stellantis. With a PhD researching Spiking Neural Networks and a master’s in Data Science from UFRN, she combines strong academic foundations in fault prediction and causality with hands-on Python backend and cloud-native engineering. She has designed scalable CI/CD-driven pipelines across AWS, Databricks and Google Cloud, authored an AutoML package tailored for credit-market needs, and routinely automates monitoring and data workflows. Comfortable across system design, API development and SQL-heavy data engineering, she brings both technical leadership and clear communication to global teams. Based in Rio Grande do Norte, Brazil, Rute’s profile blends deep research insight with pragmatic tooling that moves models from experiment to reliable production.
10 years of coding experience
6 years of employment as a software developer
Ensino Médio Técnico Integrado em Informática, Informatics, Ensino Médio Técnico Integrado em Informática, Informatics at Instituto Federal de Educação, Ciência e Tecnologia do Rio Grande do NorteFederal University of Rio Grande do Norte
English, Portuguese
Stackoverflow
1reputation
0reached
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Github Skills (19)
neurons9
simulation9
spiking-neural-networks9
reinforcement-learning8
projeto8
dynamic8
computational-neuroscience8
pytorch7
machine-learning7
prediction6
knn5
laravel4
python3
php3
java3
Programming languages (4)
Github contributions (5)
ruteee/SistemaControle
Aug 2015 - Oct 2015
Contributions:49 commits, 8 pushes in 1 month
projetophpcontrolesistemasjava
ruteee/Kohhonen
Nov 2015 - Aug 2018
Contributions:11 commits, 10 pushes, 1 branch in 2 years 8 months
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