CV

Education

• Ph.D in Industrial Engineering, University of Central Florida, 2024 - current
• BSc (Hons) in Computer Science, University of Colombo School of Computing 2019 - 2023 (CGPA : 3.84/4.00)

Work experience

• Spring 2024: Academic Pages Collaborator
  • Github University
  • Duties includes: Updates and improvements to template
  • Supervisor: The Users
• Fall 2015: Research Assistant
  • Github University
  • Duties included: Merging pull requests
  • Supervisor: Professor Hub
• Summer 2015: Research Assistant
  • Github University
  • Duties included: Tagging issues
  • Supervisor: Professor Git

Skills

• Statistics
• Time Series
• Machine Learning
  • Anomaly Detection
  • Unsupervised Learning
  • Graph Machine Learning
• Deep Learning
• Network Science
• Geometric Deep Learning

Publications

Temporal Convolution-based Hybrid Model Approach with Representation Learning for Real-Time Acoustic Anomaly Detection

Dissanayaka, S., Wickramasinghe, M., & Marasinghe, P. (2024). Temporal Convolution-based Hybrid Model Approach with Representation Learning for Real-Time Acoustic Anomaly Detection. ArXiv. https://doi.org/10.1145/3651671.3651693

Imagelab : Simplifying Image Processing Exploration for Novices and Experts Alike

Dissanayaka, S., Mudanayaka, O., Halloluwa, T., & De Silva, C. (2024). ImageLab: Simplifying Image Processing Exploration for Novices and Experts Alike. ArXiv. https://arxiv.org/abs/2401.03157

Talks

Developing Large Language Model Applications with LangChain and Hugging Face

May 05, 2024

Talk at Intellihack NextGen - Session Series - Workshop 2, Online

Hybrid Model Approach for Real-Time Acoustic Anomaly Detection using Time Series

December 13, 2022

Talk at Global AI student conference, Online

Teaching

UCF L.E.A.R.N Graduate Research Mentor

Service and leadership

• Currently signed in to 43 different slack teams