Ms. J. Kirushika

B.Sc.(Hons) in ICT (UoJ), MSc in Data Science (KU)

Lecturer (Probationary)

Data Science, Machine Learning, and Deep Learning, Human-Centric Computing and Industry 5.0, Agentic AI and Intelligent Systems, Distributed Computing and Cloud–Edge Systems, Computer Networks and Network Security

Bachelor of Software Engineering

EEI3366 – Database Systems
EER4189 – Software Design in Group
EEI5373 – Data Science
EEI6567 – Software Architecture and Design

Research

Google Scholar

 

Conference Publications

  • K. D. B. Aratthanage, B. M. G. S. T. S. K. Wickramasinghe, W. A. L. P. Fernando, N. G. P. R. Premachandra, J. Kirushika, H. Abeysinghe (2025). Profiling Industry 5.0 Readiness: A Machine Learning Approach to Student Soft Skills. International Conference on Advancements in Computing, December 2025.

 

  • B. M. G. S. T. S. K. Wickramasinghe, K. D. B. Aratthanage, W. A. L. P. Fernando, N. G. P. R. Premachandra, J. Kirushika, T. D. T. Madhushika (2025). Influence of Individual Image on Team Dynamics in IT-Related Undergraduate Projects: Investigating the Hue Effect. International Conference on Artificial Intelligence (SLAAI), November 2025.

 

  • K. D. B. Aratthanage, N. G. P. R. Premachandra, J. Kirushika, T. D. T. Madhushika, H. P. I. Subasinghe, N. C. Wanigasuriya (2025). Plastic Waste Leakage in Urban River Basins of Sri Lanka: A Geospatial and Machine Learning Perspective. International Conference on Plastics and Innovation for Environmental Sustainability, September 2025.

 

  • A. R. Mishel Rashmy, J. Kirushika. A Systematic Review of Clinical Strategies for Bloodless Surgery: A Machine Learning Perspective. International Conference on Plastics and Innovation for Environmental Sustainability, September 2025.

 

  • B. Paraneethara, J. Kirushika. IoT-Enabled Real-Time Water Quality Monitoring for Shrimp Farming: Trends, Challenges, and Future Directions in Sri Lanka. International Conference on Plastics and Innovation for Environmental Sustainability, September 2025.

 

  • H. M. M. Caldera, W. M. S. Dheerasekara, K. K. H. Nanayakkara, H. P. D. C. Thilakarathne, W. A. L. P. Fernando, J. Kirushika. Spatial and Temporal Patterns of Riverine Plastic Waste Inputs to the Ocean in Sri Lanka. International Conference on Plastics and Innovation for Environmental Sustainability, September 2025.

 

  • W. M. S. Dheerasekara, H. M. M. Caldera, J. Kirushika, N. M. Siyad, K. D. B. Aratthanage, N. G. W. P. Piyasoma (2025). Modeling Microplastic Impacts on Soil Quality in Sri Lanka Using Data Analytics and Graph Data Science. International Conference on Plastics and Innovation for Environmental Sustainability, September 2025.

 

  • H. P. D. C. Thilakarathna, N. G. P. R. Premachandra, W. A. L. P. Fernando, W. M. S. Dheerasekara, J. Kirushika, H. M. M. Caldera (2025). Microplastics and Water Reserves in Sri Lanka: A Spatial Hotspot and Risk Assessment Framework. International Conference on Plastics and Innovation for Environmental Sustainability, September 2025.

 

  • K. D. B. Aratthanage, W. A. L. P. Fernando, J. Kirushika. Assessing the Impact of Adaptive Knowledge Systems and Operational Efficiency on Human–Machine Collaboration in Product-Based Large-Scale IT Organizations. Smart Computing and Systems Engineering Conference, April 2025.

 

  • J. Kirushika. Rice Yield Prediction in the Northern and Eastern Provinces of Sri Lanka using Weather Data. iOURS, November 2022.