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
Memberships
MY PUBLICATIONS
Journal Publications
- U.M.M.P.K.Nawarathne, C.K.Walgampaya "A Comparative Study in Usage of Convolutional Neural Network Models in Waste Classification"
- Sandaru Madhubhashana, Vibhashana Ranhinda, Dineth Jayakody, Lakmuthu Shavinda, Malithi Nawarathne, Prasanna Haddela "Adapting Pedagogical Frameworks to Online Learning: Simulating the Tutor Role with LLMs and the QUILT Model"
- U.M.M.P.K.Nawarathne, H.M.L.S.Kumari, H.M.N.S.Kumari "Comparative Analysis of Jellyfish Classification: A Study Using YOLOv8 and Pre-trained Models"
- U.M.M.P.K.Nawarathne, H.M.N.S.Kumari "Classification of Fungi Images Using Different Convolutional Neural Networks"
- U.M.M.P.K.Nawarathne, H.M.N.S.Kumari "Machine Failure Prediction Using Multilabel Classification Methods"
- U.M.M.P.K.Nawarathne, C.K.Walgampaya, I Aberathne "A Gated Recurrent Unit Neural Network based Predictive Maintenance Approach for Machinery Maintenance in the Apparel Industry"
- U.M.M.P.K.Nawarathne, H.M.N.S.Kumari "A Bayesian Approach for Raisin Data Classification"
- U.M.M.P.K.Nawarathne, H.M.N.S.Kumari "A Sentiment Analysis of COVID-19 Tweets Data Using Different Word Embedding Techniques"
- U.M.M.P.K. Nawarathne, Vijani Piyawardana, Jesuthasan Alosius "Predictive Analytics for Machinery Maintenance in the Production of Quality Garments"
- G.G.K.K. Wijerathne, U.M.M.P.K. Nawarathne, W.A.A.K. Weerasekara, L.H.C.J. De Silva, Vijani Piyawardana, Jesuthasan Alosius "Novel Approach for Improving Quality and Process Optimization in the Garment Industry"
