Katipearachchi, M.ESachethana, OGunawardena, G. N.ARuwanara, D.CKrishara, JKasthurirathna, D2026-03-162025-06-28979-840071737-6https://rda.sliit.lk/handle/123456789/4781In recent years, the integration of advanced technologies with canine welfare has gained significant attention, leading to the development of comprehensive platforms for dog management. The "Research Pooch-Paw"initiative addresses the multifaceted needs of dog owners and stray dog populations through an innovative platform that incorporates machine learning, wearable sensors, and real-time data processing. The platform facilitates early disease detection, behaviour analysis, and health monitoring using IoT-enabled devices, and provides personalized care guidance. Additionally, it includes features for stray dog identification and emergency response using deep learning algorithms and image processing techniques. The research underscores the potential of leveraging modern technology to enhance the quality of life for dogs and improve the effectiveness of canine welfare strategies.enCanine disease detectionDog behaviour analysishealth monitoringInternet of Things (IoT)Machine learningStray dog managementArticlehttps://doi.org/10.1145/3718391.3727886