Researchers

Principal Investigator

Marcos M. Raimundo
Professor of Machine Learning and Optimization
Machine Learning, Multi-objective Optimization, AI Ethics, Mathematical Programming

Ph.D. Students

Aline Azevedo
PhD Student in Machine Learning
Machine Learning, Multi-objective Optimization, AI Ethics

Athyrson M. Ribeiro
PhD Student in Machine Learning
Credit Scoring, Reject Inference, Data Science, Ethical AI

Beatriz Nascimento
PhD Student in Machine Learning
Probabilistic Machine Learning, Optimization, AI Ethics

Daniel G. Gratti
PhD Student in Machine Learning
Machine Learning, Reinforcement Learning, Optimization, Deep Learning

Giovana Kerche Bonás
PhD Student in Machine Learning
Multi-objective Optimization, Multi-task Learning, Machine Learning

Giovani Valdrighi
PhD Student in Machine Learning
Machine Learning, Data Science, AI Ethics

Leodécio Braz
PhD Student in Machine Learning
Machine/Deep Learning, Computer Vision, AI Ethics

Luan Silveira
PhD Student in Machine Learning
Machine Learning, Optimization, Data Science

Raphael Adamski
PhD Student in Machine Learning
Machine Learning, Neural Architecture Search, Pareto Front Learning

Master Students

Alexandre Negretti
MSc Student in Machine Learning
Machine Learning, LLMs, AI Ethics

Caio Lima
M.Sc student in Machine Learning
Machine Learning, AI Ethics, Data visualization

Decio Miranda Filho
MSc Researcher
Machine Learning, Statistical Modeling, XAI (Explainable AI), Ecometrics and Financial Data, Neural Networks

Ian Loron de Almeida
M.Sc. Student
Machine Learning

Joana da Matta
M.Sc. Student
Machine Learning

Kamila Benevides
Master student in Data Visualization
Machine Learning, Computer science in education, Data visualization

Mateus Rico
M.Sc. Student
Machine Learning

Undergrad Research Assistants

Caio Porto
Undergraduate researcher in Machine Learning and Finance
Machine Learning, Data Science, Survival Analysis, Credit scoring

João Guimarães
Undergrad Research Assistant in Machine Learning
Large Language Models, Computer Vision, Data Science

Kento Tiago Tamashiro
Undergraduate Research Assistant
Machine Learning

Former Researchers

Arthur Hendricks M. de Oliveira
MSc student in Machine Learning
Machine Learning, AI Ethics, Explainability

Caio Prado
Undergrad Research Assistant
Artificial Intelligence

Jansen S. B. Pereira
M.Sc Student in Computer Science - Machine Learning
Machine Learning, Data Science, AI Ethics

João Victor P. B. Avanzini
M.Sc student in Deep Learning
AI Ethics, Explainability, Neural Networks, Medical Data, Signal & Imaging

Juan David Nieto
PhD Student in Machine Learning
Machine Learning, Data Science, Quantum Computing, AI Ethics

Larissa Okabayashi
Computer Engineering Student
Machine Learning, iOS Development, AI Ethics

Lucas Cardoso
Undergrad Research Assistant in Machine Learning
Large Language Models, AI Ethics, Software Testing, Design Thinking

Maria Clara Assunção
MSc Student in Mechanical Engineering
Machine Learning, Data Science, Condition Monitoring
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