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Ubaid Ullah

Academic Output

Publications

Peer-reviewed papers, conference proceedings, and forthcoming research.

Application of Deep Neural Network Models for Credit Risk Prediction

Ubaid Ullah

· 2024

MS thesis investigating the application of deep neural network architectures to credit risk prediction, demonstrating improved performance over traditional statistical and machine learning baselines on real-world financial data.

Machine Learning Approaches for DASS-42 Mental Health Severity Classification

Forthcoming

Ubaid Ullah

Forthcoming manuscript on automated severity classification of depression, anxiety, and stress using supervised machine learning applied to DASS-42 questionnaire data.