Researchers

Principal Investigator

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Marcos M. Raimundo

Professor of Machine Learning and Optimization

Machine Learning, Multi-objective Optimization, AI Ethics, Mathematical Programming

Ph.D. Students

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Luan Silveira

PhD Student in Machine Learning

Machine Learning, Optimization, Data Science

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Athyrson M. Ribeiro

PhD Student in Machine Learning

Credit Scoring, Reject Inference, Data Science, Ethical AI

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Giovani Valdrighi

PhD Student in Machine Learning

Machine Learning, Data Science, AI Ethics

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Raphael Adamski

PhD Student in Machine Learning

Machine Learning, Neural Architecture Search, Pareto Front Learning

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Juan David Nieto

PhD Student in Machine Learning

Machine Learning, Data Science, Quantum Computing, AI Ethics

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Leodécio Braz

PhD Student in Machine Learning

Machine/Deep Learning, Computer Vision, AI Ethics

Master Students

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Decio Miranda Filho

MSc Researcher

Machine Learning, Statistical Modeling, XAI (Explainable AI), Ecometrics and Financial Data, Neural Networks

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Alexandre Negretti

MSc Student in Machine Learning

Machine Learning, LLMs, AI Ethics

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Aline Azevedo

Master’s student

Machine Learning, Multi-objective Optimization, AI Ethics

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Beatriz Nascimento

MSc Student in Machine Learning

Probabilistic Machine Learning, Optimization, AI Ethics

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Daniel G. Gratti

MSc student in Machine Learning

Machine Learning, Reinforcement Learning, Optimization, Deep Learning

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João Victor P. B. Avanzini

M.Sc student in Deep Learning

AI Ethics, Explainability, Neural Networks, Medical Data, Signal & Imaging

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Kamila Benevides

Master student in Data Visualization

Machine Learning, Computer science in education, Data visualization

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Maria Clara Assunção

MSc Student in Mechanical Engineering

Machine Learning, Data Science, Condition Monitoring

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Arthur Hendricks M. de Oliveira

MSc student in Machine Learning

Machine Learning, AI Ethics, Explainability

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Jansen S. B. Pereira

M.Sc Student in Computer Science - Machine Learning

Machine Learning, Data Science, AI Ethics

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Caio Lima

M.Sc student in Machine Learning

Machine Learning, AI Ethics, Data visualization

Undergrad Research Assistants

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João Guimarães

Undergrad Research Assistant in Machine Learning

Large Language Models, Computer Vision, Data Science

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Lucas Cardoso

Undergrad Research Assistant in Machine Learning

Large Language Models, AI Ethics, Software Testing, Design Thinking

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Larissa Okabayashi

Computer Engineering Student

Machine Learning, iOS Development, AI Ethics

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Caio Porto

Undergraduate researcher in Machine Learning and Finance

Machine Learning, Data Science, Survival Analysis, Credit scoring

Former Researchers

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Caio Prado

Undergrad Research Assistant

Artificial Intelligence