Faculty Members
Information Principles and Design
JUNQUEIRA SALDANHA MATHEUS HENRIQUE (Specially Appointed Assistant Professor) : Machine Learning, Spatiotemporal Analysis, Machine Translation
My research explores the application of deep learning models to solve complex data-scarce real-world problems. Utilizing a strong foundation in spatiotemporal data analysis, specifically earthquake modeling and extreme value forecasting, my work is currently expanding into Machine Translation. A key focus is building robust AI architectures that can generalize well even in data-scarce environments, such as low-resource language analysis.