Pedro Pimenta
PHD Student at Università di Trento
Rio Grande do Sul, Brazil
Summary
👤
Senior🎓
Top SchoolPedro Pimenta is a PhD student and experienced machine learning engineer with a decade of industry and research experience spanning graph representation learning, NLP, image and signal processing. He has designed and deployed production ML systems at scale—handling terabytes of satellite imagery, building MLOps pipelines, and optimizing AWS infrastructures—while publishing research on graph optimization, 3D medical image segmentation, and CNN reliability. Fluent in Portuguese, English (Cambridge C2) and French, Pedro bridges theoretical rigor and practical engineering, moving projects from model development to monitoring in production. Notably, his background combines hands-on cloud and DevOps work (Terraform, Kubernetes, SageMaker) with deep-learning research skills, reflecting a rare mix of systems-level production expertise and academic contributions.
10 years of coding experience
4 years of employment as a software developer
Master's degree Image Modélisation et Informatique, Master's degree Image Modélisation et Informatique at CPE LyonBachelor's degree Computer Science, Bachelor's degree Computer Science at Federal University of Rio Grande do Sul
English, Portuguese, French, Spanish
Github Skills (10)
representation-learning6
stochastic6
autoencoder6
kernel-methods6
radiation5
graph-embedding5
graph4
deep-learning3
benchmark3
graph-convolutional-networks3
Programming languages (2)
Github contributions (5)
pfpimenta/kep_gnn
Jul 2022 - Jan 2023
Contributions:137 commits, 107 pushes, 1 branch in 6 months
pfpimenta/trab_compiladores
Apr 2017 - Jul 2017
Contributions:156 pushes, 1 comment in 3 months
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