Guilherme Perrotta
Research Engineer at Google DeepMind
São Paulo, Brazil
Summary
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Rockstar🎓
Top SchoolGuilherme Perrotta is a research engineer based in São Paulo with eight years of experience at the intersection of systems, compiler research, and applied machine learning. He currently researches compilers for ML at Google DeepMind after roles at Google Research where he helped deliver state-of-the-art image matching models and built experiment infrastructure in PyTorch and Apache Beam. His background spans distributed runtimes, CUDA/OpenMP optimizations, and production NLP/ backend work—skills honed in research internships at Petrobras and Samsung and in product-focused development at NeuralMind. A master's graduate from Universidade Estadual de Campinas with top grades, he combines rigorous academic training with hands-on engineering that moves models from experiments into internal libraries and services. Notably, he has repeatedly bridged low-level performance engineering and high-level ML modelling, enabling both faster runtimes and reproducible research workflows.
8 years of coding experience
7 years of employment as a software developer
Master's degree, Computer Science, GPA 4 of 4, Master's degree, Computer Science, GPA 4 of 4 at Universidade Estadual de Campinas
Portuguese, English
Github Skills (19)
python9
rio9
linux9
windows9
projeto9
configurations9
scientific-computing9
macos9
package-manager8
hpc8
multiple-versions8
build-tools7
spack5
deep-learning5
infrastructure5
Programming languages (2)
Github contributions (5)
gperrotta/devito
Nov 2019 - Nov 2019
Code generation framework for automated finite difference computation
Contributions:3 pushes in 6 days
computationcode-generationpythontlafinite-difference
gperrotta/yask
Oct 2019 - Nov 2019
YASK--Yet Another Stencil Kit: a domain-specific language and framework to create high-performance stencil code for implementing finite-difference methods and similar applications.
Contributions:4 pushes in 10 days
similarfinite-differencefinite-difference-methodsperformancestencil
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