CAREER SUMMARY
- Intern at Orenda (PVT) Ltd. (June 2020-December 2020)
- Demonstrator (Temporary) at Department of Statistics and Computer Science, Faculty of Science, University of Kelaniya (May 2021 - October 2022)
- Assistant Lecturer (Temporary) at Department of IT, Faculty of Computing, Sri Lanka Institute of Information Technology. (Octomber 2022- February 2026)
- Lecturer(Tenure Track) at Department of IT, Faculty of Computing, Sri Lanka Institue of Information Technology.
ACADEMIC QUALIFICATIONS
- BSc (Hons) in Computer Science(University of Kelaniya)
RESEARCH INTERESTS AND MEMBERSHIP
Research Interests
- Machine Learning
- Natural language Processing
RESEARCH CLUSTERS
Centre of Excellence for AI (CEAI)
A multidisciplinary initiative advancing AI research in machine learning, NLP, and big data analytics to solve complex global challenges and drive intelligent decision-making.
ONGOING RESEARCH
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Sinhala speech synthesis system for robots to maintain a dialogue with a kid to screen speech impairment.
PUBLICATIONS
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Object Detection Approach for Pure and Cross Chicken Breed Identification
N. Jayarathna, S. Rathnayake and P. Panduwawala,
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SafeKid Scan: Early Detection of Digital Addiction in Minors
A. H. H. H, Y. P. Weerakkodi, G. J. M. K. P, M. A. N. Nethmini, J. Krishara and P. Panduwawala,
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AI-Based Candidate Recommendation for Company Vacancies: Emphasizing Soft Skills and Competencies
K. T. A. D. K. Kasthurirathna, R. S. K. De Silva, B. D. A. M. Kumara, S. U. D. A. Gunasekara, S. Thellijjagoda and P. Panduwawala,
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Student concentration level monitoring system based on deep convolutional neural network
U. B. P . Shamika, W. A. C. Weerakoon, P . K. P . G. Panduwawal,K. A. P . Dilanka,
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A Framework for Tracking And Summarizing Daily Activities with Mobile Phone for Healthy Life of User
K. E. T. Wickramasinghe, N. Albertjanstin, L. P . P . L. Wijethunga, U. U. S. K. Rajapaksha, P . K. K. G. Panduwawala,S. M. B. Harshanath,
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Quality Level Identification of Stored Chicken Using Machine Learning Algorithms,
J. Gunasekara, S. Rathnayake and P . Panduwawala,
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Accurate Poultry Disease Identification and Risk Assessment through Object Detection
T. Hewawasam, S. Rathnayake and P . Panduwawala,
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Integrated AI-Based System for Comprehensive Poultry Management
T. Hewawasam, J. Gunasekara, N. Jayarathna, Y. Indrawansha, S. Rathnayake and P . Panduwawala,
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Multi-Modal Biometric-based Threat Detection for Securing Electronic Voting Processes
D. A. Weerasekara, D. S. Manorathne, W. R.G.M.N, V. N. Gamage, N. Gamage and P . Panduwawala,
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Diabetic Retinal Disease Detection Through Transfer Learning T echniques
M. Ernest, S. Godakanda, S. Chandrasiri and P . Panduwawala,
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Adaptive Robotic Voice Modulation for ASD Kids: T ailored Voice Pitch, T one, and Speed
P . Panduwawala, K. Pulasinghe and S. Rajapaksha,
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A Multimodal Interaction System for Speech-Based Autism Intervention in Sinhala-Speaking Sri Lankan Children using the NAO Robot,
A. Jayawardena, C. S. Manukalpa, H. Bopage, P . Panduwawala, K. Pulasinghe, and S. Rajapakshe,
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Preventing Ergonomic Hazards in Sri Lankan Private Sector: Identifying Incorrect Computer Posture using Deep Convolutional Neural Network and Mini Survey
P.K.P.G.Panduwawala, (ASBIER)
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Automatic Fashion Recommendation System
P.K.P.G.Panduwawala,
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Provide a recommendation to the female fashion industry based on social media using deep learning
P.K.P.G.Panduwawala,