Gean Trindade
Data Scientist
São Paulo, Brazil
Summary
👤
Senior🎓
Top SchoolGean Trindade is a Data Scientist and PhD candidate at the University of São Paulo and La Rochelle Université specializing in meta-learning and neural architecture search to optimize deep networks for natural and medical image analysis. With 12 years of experience and a strong academic track record—including a Microsoft Research PhD Fellowship and an international double-degree scholarship—he builds interpretable, high-performance models for tasks like tumor classification and segmentation. His work spans evolutionary algorithms, multi-objective optimization, hierarchical classification and bioinformatics, complemented by hands-on engineering with Python, TensorFlow and PyTorch on GPU clusters. Beyond research, Gean has industry experience at Eletrobras and Kunumi, and a history of producing reproducible methods (e.g., MbML-NAS and Active-DiNTS) that bridge academic rigor and clinical relevance. He is actively expanding into NLP to round out his applied ML skill set.
11 years of coding experience
7 years of employment as a software developer
Master in Computer Science, Machine Learning, Master in Computer Science, Machine Learning at Universidade Federal de São Carlos - UFSCar OficialCurso Técnico Integrado, Informatics, Curso Técnico Integrado, Informatics at IFFAR - Instituto Federal FarroupilhaBacharelado em Engenharia, Computer Software Engineering, Bacharelado em Engenharia, Computer Software Engineering at Universidade Federal do PampaDoctor of Philosophy - PhD, Computer Science, Duplo diploma em colaboração com a Universidade de São Paulo, Doctor of Philosophy - PhD, Computer Science, Duplo diploma em colaboração com a Universidade de São Paulo at La Rochelle UniversitéUniversity of São Paulo
Spanish, Portuguese, French, English
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (36)
feature-engineering10
model-compression10
nas10
neural-architecture-search10
parameter-tuning9
automated-machine-learning9
hyperparameter-tuning9
compression8
python8
hyperparameter-optimization8
hyper8
machine-learning-algorithms8
machine-learning8
incremental-learning8
automl8
Programming languages (1)
Github contributions (5)
geantrindade/MbML-NAS
May 2021 - May 2024
Contributions:1 push, 1 branch in 2 years 11 months
geantrindade/TEsHierarchicalDatasets
Oct 2017 - Feb 2020
Contributions:4 pushes, 1 branch in 2 years 3 months
Find and Hire Top DevelopersWe’ve analyzed the programming source code of over 60 million software developers on GitHub and scored them by 50,000 skills. Sign-up on Prog,AI to search for software developers.