Ricardo Herrmann
Not Unemployed at Undisclosed company
São Paulo, Brazil
Summary
👤
Senior🎓
Top SchoolRicardo Herrmann is a senior machine learning and software engineer with 15+ years building production-grade AI, data and systems software from São Paulo. He blends research-level expertise in automated planning, reinforcement learning and compilers with hands-on Deep Learning work—designing task-specific language models, image generators, event-sequence models and graph embeddings—primarily in PyTorch. His background spans low-level systems (POSIX, x86), stream and batch analytics on the Spark ecosystem, and pragmatic engineering in languages from Rust and Haskell to C++ and Java. Ricardo has led ML and data initiatives at companies like Nubank and Olivia AI and served as Chief Scientist on NLP and topic-modeling projects, bringing both academic rigor and enterprise delivery experience. Fluent in Portuguese and English, he pairs theoretical foundations with deep implementation knowledge across the full software stack, including hardware-aware and compiler-level considerations that often go unnoticed in ML teams.
15 years of coding experience
20 years of employment as a software developer
Special Student Chaotic Systems, Special Student Chaotic Systems at Instituto Nacional de Pesquisas EspaciaisB.Sc. Computer Science, B.Sc. Computer Science at Pontifícia Universidade Católica de São PauloD.Sc. (Brazilian Ph.D. equivalent) (Incomplete) Computer Science, D.Sc. (Brazilian Ph.D. equivalent) (Incomplete) Computer Science at USP - Universidade de São PauloPueri Domus
Stackoverflow
1,152reputation
67kreached
10answers
1question
Github Skills (79)
python10
deep-learning10
gpu10
nbdev10
fastai10
pytorch10
machine-learning10
ml9
neural-network9
data-science9
tensorflow9
jupyter-notebook9
apache-spark8
deep-neural-networks8
lifecycle8
Programming languages (7)
Github contributions (5)
herrmann/jasdd
Nov 2013 - Aug 2017
Contributions:9 commits, 6 pushes, 1 comment in 3 years 10 months
herrmann/rustorch
Apr 2023 - Feb 2024
Contributions:21 pushes in 9 months
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