Gustavo Coutinho
Data Scientist
Ceará, Brazil
Summary
👤
Senior🎓
Top SchoolGustavo Coutinho is a data scientist and assistant professor in Ceará, Brazil, with 12 years of experience blending academic research and applied machine learning. He leads work on GAN-based synthetic biometric data for wearables and federated learning at Insight Data Science Lab while supervising precision agriculture analytics and teaching core CS courses at IFCE. His background spans NLP meta-learning for low-resource sentence compression, time-dependent network research, and a PhD in Computer Science, reflecting strong expertise in both theory and production tooling (Python, TensorFlow/Keras). Gustavo’s profile is notable for combining hands-on model engineering with published research and practical ETL/predictive pipelines for agriculture—an unusual bridge between biometric privacy, federated systems, and domain-specific predictive modeling.
12 years of coding experience
3 years of employment as a software developer
Bootcamp Java 2021, Bootcamp Java 2021 at AluraExchange Student, Computer Science, Exchange Student, Computer Science at St. John's UniversityDoutorado, Computer Science, Doutorado, Computer Science at Universidade Federal do Ceará
Portuguese, English
Stackoverflow
63reputation
4kreached
0answers
4questions
Github Skills (21)
rio9
extensible8
meta8
bounds6
boost6
graph6
cpu6
meta-learning6
time-series6
io6
environment-variables6
hashmap6
algorithm6
cassandra6
pytorch4
Programming languages (2)
Github contributions (5)
InsightLab/graphast
Jan 2015 - Jun 2017
Graphast: an extensible framework for building applications on time-dependent networks
Contributions:292 commits, 9 PRs, 125 pushes in 2 years 5 months
time-seriesextensibletime-dependent
barbaraneves/meta-learning-course-sbbd22
Jul 2022 - Sep 2022
Repositório dedicado ao minicurso sobre Meta-learning do Simpósio Brasileiro de Banco de Dados 2022.
Contributions:3 commits in 2 months
pytorchbrasileirodadosmeta-learningdeep-learning
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