Juan David Nieto – Marcos M. Raimundo

Institute of Computing - University of Campinas

Juan David Nieto is a Ph.D. candidate in Computer Science at the Institute of Computing at the University of Campinas (IC - UNICAMP). He is a member of the Hub of Artificial Intelligence and Cognitive Architectures (H. IAAC) and also member of the REasoning for COmplex Data (Recod.ai) lab, performing research in probability and statistics for Machine Learning, AI Ethics, explainability and fairness.

Interests

Machine Learning
Data Science
Quantum Computing
AI Ethics

Education

Ph.D. in Computer Science, 2026 Institute of Computing - University of Campinas

M.Sc. in Physics, 2022 Physics Department - Pontifical Catholic University of Rio de Janeiro

B.Sc. in Physics, 2019 Physics Department - University of Atlantic (Colombia)

Publications

Best practices for responsible machine learning in credit scoring

Giovani Valdrighi, Athyrson M. Ribeiro, Jansen SB Pereira, Vitoria Guardieiro, Arthur Hendricks, Décio Miranda Filho, Juan David Nieto Garcia, Felipe F. Bocca, Thalita B. Veronese, Lucas Wanner, Marcos Medeiros Raimundo (2025). Neural Computing and Applications.

Projects

AI for Finance - HIAAC

The goal of this research line is to develop robust and transparent AI models for credit analysis and similar problems in the financial sector, such as fraud detection.