Predicting Autism Spectrum Disorder in Children based on Facial Morphological Characteristics: A Deep Convolutional Neural Network Framework

Self-Initiated Project [June 2021 - July 2023]

[{Abstract, Presentation} at IEEE EMBS International Student Conference - Moratuwa 2021]

Advisor: Dr. Chamira Edussooriya (Senior Lecturer), Department of Electronic and Telecommunication Engineering, University of Moratuwa

Collaborators: Prof. Miyuru Chandradasa (Child and Adolescent Psychiatrist), Faculty of Medicine, University of Kelaniya, Sri Lanka, Dr. Swarna Wijethunga (Child and Adolescent Psychiatrist) and Dr. Darshani Hettiarachchi (Child and Adolescent Psychiatrist), Lady Ridgeway Hospital for Children, Sri Lanka

A Low-cost EEG Amplifier for Long Term Neonatal Neurological Disorder Management- Towards AI-Powered Infancy Epilepsy Screening 

Biomedical Research and Innovation Collective (BRIC) [October 2020 - June 2022]

[Report for CASS 2020-2021 Student Design Competition] [Poster Presentation at ASNAC 2023]

Advisors: Dr. Anjula De Silva (Senior Lecturer), Dr. Chamira Edussooriya (Senior Lecturer), Department of Electronic and Telecommunication Engineering, University of Moratuwa

Collaborators: Prof. Jithangi Wanigasinghe (Paediatric Neurologist), Faculty of Medicine, University of Colombo, Sri Lanka

A Low-cost AI-Powered Stethoscope for Cardiovascular Disease Management in Resource-Constrained Environments 

Biomedical Research and Innovation Collective (BRIC) [May 2020 - June 2022]

[Report for ISCAS 2020 competition] [Demonstration video for ISCAS 2020 competition] [Presentation at ISCAS 2020]

Advisors: Dr. Anjula De Silva (Senior Lecturer), Dr. Chamira Edussooriya (Senior Lecturer), Department of Electronic and Telecommunication Engineering, University of Moratuwa

Collaborators: Dr. Duminda Samarasinghe (Paediatric Cardiologist), Lady Ridgeway Hospital for Children, Colombo, Sri Lanka

CAMSAT: Paediatric Anaesthesia Monitoring System

Self-Initiated Project [August 2021 - July 2022]

[Report]

Won the 1st runners-up award at the SPARK Challenge 2021/22 - Climate Change-oriented Innovation Competition, Organized by the University of Moratuwa, Sri Lanka

Parasitic Egg Detection and Classification in Microscopic Images

Self-Initiated Project [March 2022 - June 2022]

[Preliminary Report for ICIP 2022 Grand Challenge]

Advisor: Dr. Rukshani Liyanaarachchi (Senior Lecturer), Department of Electronic and Telecommunication Engineering, University of Moratuwa

Respiratory Inductive Plethysmography 

Mini Project at University of Moratuwa [November 2022 - March 2023]

[Presentation] [Github] 

Advisor: Dr. Anjula De Silva (Senior Lecturer), Department of Electronic and Telecommunication Engineering, University of Moratuwa

Mentor: Sadun Ranasinghe (Lecturer-on-contract), Department of Electronic and Telecommunication Engineering, University of Moratuwa

Single-Purpose Processor Design for Image Downsampling

Semester Project at University of Moratuwa [April 2022 - July 2022]

[Report] [Github] 

Advisor: Dr. Jayathu Samarawickrama (Senior Lecturer), Department of Electronic and Telecommunication Engineering, University of Moratuwa

Uninterruptable Mini-Power Supply for WiFi Routers

Semester Project at University of Moratuwa [April 2022 - June 2022]

[Report] [Github] 

Advisor: Dr. Ajith Pasqual (Senior Lecturer), Department of Electronic and Telecommunication Engineering, University of Moratuwa

An IoT-empowered air quality monitoring system integrated with a Machine Learning framework to detect and predict defined air quality parameters

Semester Project at University of Moratuwa [March 2021 - July 2021]

[Presentation] [Github] [Demonstration] [Project Report]

Advisor: Prof. Dileeka Dias, Department of Electronic and Telecommunication Engineering, University of Moratuwa

Validation of Prediction models of Machine Learning for the Epidemiology of COVID-19

Self-Initiated Project at University of Moratuwa [November 2020 - December 2020]

[Github]

Deep Learning-based Super-Resolution Approach to enhance 2D Ultrasound Images

Self-Initiated Project at University of Moratuwa [December 2019 - February 2020]

[Project Report] [Presentation] [Github]