+94 11 754 4801
info@sliit.lk
CAREER SUMMARY
- Assistant Lecturer in Department of Information Technology (December 2023 - Present)
Sri Lanka Institute of Information Technology - Sri Lanka
ACADEMIC QUALIFICATIONS
B.Sc (Hons) in Information Technology specializing in Data Science, Sri Lanka Institute of Information Technology, Sri Lanka
RESEARCH INTERESTS AND MEMBERSHIP
Research Interests
- Data Science
- Artificial Inteliigence
Research Clusters
Centre of Excellence for AI (CEAI)
A multidisciplinary initiative advancing AI research in machine learning, NLP, and big data analytics to solve complex global challenges and drive intelligent decision-making.
PUBLICATIONS
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Machine Failure Prediction Using Multilabel Classification Methods
U.M.M.P.K.Nawarathne, H.M.N.S.Kumari, “Journal of Advances in Engineering and Technology” , pp. 37-45
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Classification of Fungi Images Using Different Convolutional Neural Networks
U.M.M.P.K.Nawarathne, H.M.N.S.Kumari, (International Conference on Information Technology Research (ICITR 2024))
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Comparative Analysis of Jellyfish Classification: A Study Using YOLOv8 and Pre-trained Models
U.M.M.P.K.Nawarathne, H.M.L.S.Kumari, H.M.N.S.Kumari, (International Research Conference on Smart Computing and Systems Engineering (SCSE) 2024)
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Adapting Pedagogical Frameworks to Online Learning: Simulating the Tutor Role with LLMs and the QUILT Model
Sandaru Madhubhashana, Vibhashana Ranhinda, Dineth Jayakody, Lakmuthu Shavinda, Malithi Nawarathne, Prasanna Haddela, (6th International Conference on Advancements in Computing)
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A Comparative Study in Usage of Convolutional Neural Network Models in Waste Classification
U.M.M.P.K.Nawarathne, C.K.Walgampaya, (International Research Conference on Smart Computing and Systems Engineering (SCSE) 2025)
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