Mrs. UBP Shamika

• Pawani Shamika was graduated from Department of Statistics and Computer Science, Faculty of Science, University of Kelaniya with a Second Class Upper Division.
• After her graduation she joined as temporory demonstrator at University of Kelaniya.
• Pawani is currently working as Lecturer(Probationary) in Computer Science at the Department of Physical Sciences and Technology, Faculty of Applied Sciences, Sabaragamuwa University of Sri Lanka

• Artificial Intelligence
• Machine Learning
• Large Languager Model

• M Vasavan, K Luxshi, UBP Shamika; "Hybrid Deep Learning Feature Extraction with Online Incremental Learning for Robust Stock Price Prediction" - International Conference on Advanced Research in Computing (ICARC) - 2026

• Wimaladeva W.S.W., Nawanjana W.P., and Shamika U.B.P; "Mental Health Status Prediction Using Machine Learning on Textual Data" -  International Conference on Applied Sciences Sabaragamuwa University of Sri Lanka (ICAPS 2026)

• Senanayake D.L., Shanuka A.S.P.U., Shamika U.B.P; "Development of an AI-Based Application for Landslide and Flood Prediction in Sri Lanka" - International Conference on Applied Sciences Sabaragamuwa University of Sri Lanka (ICAPS 2026)

• G Kavindi, AMC Malkanthi, UBP Shamika "Explainable Fish Disease Detection Using Ensemble Models of CNN and Vision Transformers" - International Conference on Advances in Technology and Computing (ICATC) - 2025

• U.B.P. Shamika*;B.T.G.S. Kumara;D.M.K.N. Seneviratna;R.M.K.T. Rathnayaka "Large Language Model-based Multimodal Knowledge Distillation: A Review of Methodologies and Applications" - IEEE, 9th SLAAI International Conference on Artificial Intelligence 2025

• Shamika U.B.P.*, Seneviratna D.M.K.N. , Kumara B.T.G.S. and Rathnayaka R.M.K.T. "A Systematic Review of Personalization Techniques in Large Language Models", Annual Research Session - Sabaragamuwa University of Sri Lanka 2025
• U. B. P. Shamika*, P. K. P.G. Panduwawala, W. A. C. Weerakoon, K. A. P. Dilanka "Student concentration level monitoring system based on deep convolutional neural network" , IEEE, Smart Computing and Systems Engineering, 2021
• U. B. P. Shamika* and A. D. De Silva, "Product recommendation model for supermarket industry based on machine learning algorithms" . International Conference on Applied and Pure Sciences, 2021
• Diwyanjali K.B.G.R.H.∗, Shamika U.B.P., and Rathnayaka R.M.K.T. "Blockchain Based E-Voting System Using Biometrics" , Applied Sciences Undergraduate Research Symposium 2025
• Srimini D.V.∗, Jeewantha H.V.S., and Shamika U.B.P. "Machine Learning and Deep Learning Approaches for Heart Disease Prediction". Applied Sciences Undergraduate Research Symposium 2025
• Ranathunge G.S.G.∗ and Shamika U.B.P. "Puurfect Care: A Mobile Application for Enhanced Pet Safety and Management" . Applied Sciences Undergraduate Research Symposium 2025

• Portable Spectroscopic Gemstone Identification Using Machine Learning for Real-Time Type and Authenticity Detection
• A Machine Learning-Based System for Identifying Stress Levels and Delivering Personalized Intervention Among Sri Lanka University Students
• Phishing-Resistant Authentication for Non-Tech-Savvy Users
• Genre and Mood-Based Sri Lankan Music Classification for Age-Specific Therapeutic Applications

Reviewer

• ^5th Applied Sciences Undergraduate Research Symposium 2026 - Reviwer

• 3^rd International Research Conference of Plastics, Innovations &Environmental Sustainability 2026 - Reviwer

• KDU 19^th International Research Conference - Reviwer

• Computing Undergraduate Research Symposium 2026 - Reviewer

• International Research Conference of Uva Wellassa University 2025 - Reviewer
• KDU 18^th International Research Conference - Reviwer
• Annual Research Session 2025 - Sabaragamuwa University of Sri Lanka - Reviwer
• Volume 05, Issue 1 of ComSpective, the Bi-annual ICT Technical Magazine  Faculty of Computing 2025, Sabaragamuwa University of Sri Lanka

Panel Member

• Computing Undergraduate Research Conference - 2026, Sabaragamuwa University of Sri Lanka

Editorial Board

• Journal of Physical & Natural Sciences  Sabaragamuwa University of Sri Lanka - Editorial Assistant

• ^5th Applied Sciences Undergraduate Research Symposium 2026 - Editorial Board 

• The 10^th International Conference of Sabaragamuwa University of Sri Lanka 2025 - Editorial Board
• 4^th Applied Sciences Undergraduate Research Symposium 2025 - Editorial Board 

Commitee Chair - Publicity and Media Committee - 16^th Annual Research Session & Graduate Colloquium - Sabaragamuwa University of Sri Lanka 2026

Commitee Chair - Web and Conference Management Handling Committee - 2^nd International Conference on Applied Sciences Sabaragamuwa University of Sri Lanka 2026

Commitee Member -Conference Promotion and Technical Committee - 2^nd International Conference on Applied Sciences Sabaragamuwa University of Sri Lanka 2026

Commitee Chair - Web and Conference Management Handling Committee - 5^th Applied Sciences Undergraduate Research Symposium 2026

Commitee Member -Conference Promotion and Technical Committee - 5^th Applied Sciences Undergraduate Research Symposium 2026

Coordinator (Computer Science) -Curriculum Revision- Faculty of Applied Sciences, Sabaragamuwa University of Sri Lanka 2026

Member - Student Councelling - Sabaragamuwa University of Sri Lanka 2026

Commitee Member - Orientation Program 2026

Commitee Member -Publication Commitee, Scienific Commitee - 10^th International Conference of Sabaragamuwa University of Sri Lanka 2025

Commitee Member - Web Development Commitee - Faculty of Applied Scienes, Sabaragamuwa University of Sri lanka 2025

Department Coordinator - Quality Assuarance Cell- Faculty of Applied Sciences, Sabaragamuwa University of Sri Lanka 2025

Department Coordinator -Curriculum Revision- Faculty of Applied Sciences, Sabaragamuwa University of Sri Lanka 2025

Commitee Chair -Promotion and Technical Commitee - 4^th Applied Sciences Undergraduate Research Symposium 2025

Commitee Member -Publication Commitee, Web Commitee - 4^th Applied Sciences Undergraduate Research Symposium 2025

Commitee Member - Orientation Program 2025