CV

Education

• Ph.D in Spatial Science, Technological University Dublin, 2023
• B.Sc.(Hons) in Computer Science, University of Colombo, 2018

Work experience

• October 2023-present: Post-Doctoral Researcher

  • School of Architecture Planning and Environmental Policy, University College Dublin
  • Duties includes: Conducted various research on smart cities, Geographic Information Systems with Deep Learning and Data Analytics.
  • Advisor: Prof. Francesco Pilla

• October 2023-April 2024: Research Assistant

  • School of Computer Science, University College Dublin
  • Duties included: Developed Spring Boot application for UrbanARK using Hadoop and HBase.
  • Advisor: Prof. Michela Bertolotto

• March 2018-August 2018: Teaching Assistant

  • University of Colombo School of Computing (Postgraduate Unit)
  • Duties included: Worked as a teaching assistant for Cryptographic Systems, Information Security and Network Security.

Publications

Poly-GAN: Regularizing Polygons with Generative Adversarial Networks

Niroshan, L. and Carswell, J.D., 2023, June. Poly-GAN: Regularizing Polygons with Generative Adversarial Networks. In International Symposium on Web and Wireless Geographical Information Systems (pp. 179-193). Cham: Springer Nature Switzerland.

OSM-GAN: Using Generative Adversarial Networks for Detecting Change in High-Resolution Spatial Images

Niroshan, L. and Carswell, J.D., 2022. OSM-GAN: Using Generative Adversarial Networks for Detecting Change in High-Resolution Spatial Images. In International Conference on Geoinformatics and Data Analysis (pp. 179-193). Springer, Cham.

Machine Learning with Kay

Niroshan, L. and Carswell, J.D., 2022. Machine learning with kay. AGILE: GIScience Series, 3, p.11.

Post-analysis of OSM-GAN Spatial Change Detection

Niroshan, L. and Carswell, J.D., 2022. Post-analysis of OSM-GAN spatial change detection. ISPRS International Journal of Geo-Information, 11(5), p.295Niroshan, L., Carswell, J.D. (2022). Post-analysis of OSM-GAN Spatial Change Detection. In: Karimipour, F., Storandt, S. (eds) Web and Wireless Geographical Information Systems. W2GIS 2022. Lecture Notes in Computer Science, vol 13238. Springer, Cham. https://doi.org/10.1007/978-3-031-06245-2_3

DeepMapper : Automatic Updating Crowdsourced Maps

Hewa Manage, Lasith Niroshan and Carswell, James, 'DeepMapper : Automatic Updating Crowdsourced Maps' (2020). Other. 3. https://arrow.tudublin.ie/gradcamoth/3

Talks

Conference Presentation on Poly-GAN

June 05, 2014

Conference proceedings talk at International Symposium on Web and Wireless Geographical Information Systems (W2GIS 2023), Online

Service and leadership

• Currently signed in to 43 different slack teams