Paulo Mann
Assistant Professor at Federal University of Rio de Janeiro
Rio de Janeiro, Brazil
Summary
👤
Senior🎓
Top SchoolPaulo Mann is an Assistant Professor and AI researcher based in Rio de Janeiro with 11 years of experience applying deep learning and NLP to real-world problems across academia, industry and policy. He holds a PhD in Artificial Intelligence from Universidade Federal Fluminense, where his multimodal social-media analysis work targeted mental health assessment, and he has taught courses from data structures to competitive programming. Paulo has built scalable ML pipelines for Petrobras to extract metadata from petabyte-scale pre-salt reports and developed financial forecasting systems as a research fellow for government Social Wealth Portfolios. His research blends representation learning, explainable AI and social-behavioral modeling, and has been presented at venues such as IEEE and AAAI. Fluent in English, Portuguese and French, he combines rigorous academic research with hands-on engineering to move models from prototype to production-scale data environments.
11 years of coding experience
3 years of employment as a software developer
Doctor of Philosophy - PhD, Artificial Intelligence, Doctor of Philosophy - PhD, Artificial Intelligence at Universidade Federal Fluminense
English, Portuguese, French
Stackoverflow
55reputation
7kreached
2answers
2questions
Github Skills (125)
transformers10
python10
deep-learning10
transformer10
nlp10
tensorflow10
natural-language-processing10
pytorch10
machine-learning10
bert10
speech-recognition10
instagram-api9
jax9
sentence9
language-model9
Programming languages (6)
Github contributions (5)
paulomann/ReadAndSee
Apr 2019 - Sep 2020
Contributions:88 commits, 38 pushes, 11 issues in 1 year 6 months
paulomann/TCC
May 2016 - Jan 2017
Contributions:48 commits, 17 pushes, 2 issues in 8 months
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