BSc Eng. (Hons) (Moratuwa)
I am passionate about Data Science, with particular interests in Natural Language Processing, Machine Learning, and Deep Learning. I enjoy exploring how data-driven methods and intelligent systems can be applied to solve real-world problems and create practical impact.
I am a curious and dedicated individual who is committed to continuous learning and staying up to date with emerging technologies. As an aspiring researcher in NLP, I am especially interested in the potential of language technologies to generate insights, support decision-making, and address complex challenges.
Keywords: Natural Language Processing | Machine Learning / Deep Learning |
Journal Papers
Krishan Chavinda, Pasan Kalansooriya, Thushalya Weerasuriya, Nisansa de Silva, Uthayasanker Thayasivam, Kogul Srikandabala, Kirishnni Prabagar, and Damminda Alahakoon, "An emotion aware context adaptive machine learning approach for detecting hate speech in social media", Neural Computing and Applications, vol. 38, no. 8, pp. 1433-3058, 2026. doi: 10.1007/s00521-026-12029-8
ActivePI: Nisansa de Silva
We propose to advance social media text analysis by combining linguistic study, preprocessing, and deep learning models to better capture sentiment, structure, and meaning in informal, large-scale user-generated text.
