K. J. Amala

AMALA K. J. received the B.Tech. degree in Computer Science and Engineering from Cochin University of Science and Technology and the M.E. degree in Computer Science from Noorul Islam Centre for Higher Education. She is currently pursuing the Ph.D. degree in Computer Science and Engineering with the Data Science and Business Systems at SRM Institute of Science and Technology, Tamil Nadu, India. She has qualified for the University Grants Commission (UGC) National Eligibility Test (NET) and has over 12 years of teaching experience in undergraduate and postgraduate computer science education. Her research interests include Learning to Rank, Machine Learning and Artificial Intelligence. Her current research focuses on integrating contextual and positional biases into attention-based two-tower models for click prediction and modeling dynamic user behaviors using Bayesian nonparametric approaches. She has experience working with large-scale web search datasets and is dedicated to developing interpretable, adaptive, and user-centric information retrieval systems.

Publications

Revolutionizing Banking Operations With AI and ML Technologies
Revolutionizing Banking Operations With AI and ML Technologies
D. Rajeswari, K. J. Amala, Athish Venkatachalam. © 2027. 22 pages.
Financial institutions can meet client demand for better, safer, and easier money management with AI and ML.AI helps the financial sector manage risk, trade with numbers, and...
A Customised E-Course Design using Non-Dominated Sorting Genetic Algorithm
A Customised E-Course Design using Non-Dominated Sorting Genetic Algorithm
K. J. Amala, D. Rajeswari, Athish Venkatachalam. © 2026. 28 pages.
This paper proposes the significant way for the e-learners composition method using the non-dominated sorting genetic algorithm (NSGA-2) with adaptive learning systems. This...
Machine Learning Models for Enhanced Adaptive E-Learning System Design
Machine Learning Models for Enhanced Adaptive E-Learning System Design
K. J. Amala, D. Rajeswari, Athish Venkatachalam. © 2026. 30 pages.
The incorporation of machine learning models into e-learning platforms holds great promise for augmenting the flexibility and customization of learning environments. This work...
The Impact of Artificial Intelligence on Contemporary Hospital Systems
The Impact of Artificial Intelligence on Contemporary Hospital Systems
D. Rajeswari, Amala K. J., Athish Venkatachalam. © 2026. 34 pages.
Increasing the accuracy of diagnoses, streamlining operations, and improving the overall quality of care provided to patients are all examples of how artificial intelligence (AI)...