Design and develop innovative solutions to capture data, derive digital biomarkers, and support healthcare, aged care and disability care at home.
Investigated the use of wearable sensors to monitor athlete fatigue in sports environments.
Explored the use Large Language Models (LLM) for health IoT report generation.
Investigated longitudinal digital biomarkers of healthy ageing using ambient and wearable sensors.
Evaluated the feasibility of a distributed sensor platform for fall prevention.
Validated CSIRO’s smarter-safer homes (SSH) technology to supporting older community members living independently at home .
Evaluated the feasibility of a smart home platform to identify changes in activity patterns associated with depression and social isolation.
Co-designed a smart home platform to support independent living for people with brain injury.
Evaluated a privacy‑preserving, ceiling‑mounted UWB radar system to classify office working and stretching postures.
Explored hierarchical federated learning approaches for privacy‑preserving activity recognition for older adults.
Investigate the role of robots to support healthcare, influence trust and engagement. Develop AI techniques to facilitate the use of service and social robots in healthcare.
Explored the use of humanoid robots with Social Stories to support autism therapy outcomes.
Long‑term school deployment of humanoid robots to improve engagement, learning, and verbal communication in autistic students.
Investigated stakeholder perspectives on robots in autism education, introducing a mobile app that lowers classroom implementation barriers.
Developed an Internet of Robotic Things (IoRT) platform to enhance in-home support for older adults and individuals with disabilities.
Explored the opportunities and challenges of adopting social robots in residential aged care.
Introduced conversational probes and deliberate disruption to elicit participatory feedback from autistic children.
Created a machine‑learning system to enable humanoid robots to generate context‑appropriate gestures.
Reduce challenges in assessment and monitoring of individuals to improve healthcare outcomes. Develop digital models of care, intelligent sensors that can be integrated withinn digital care programs, and complete validity, feasibility, and acceptability.
Designed a purpose-built app to improve in-hospital communication and service delivery to CALD patients.
Designed sensing technology and an HL7/FHIR ready mobile health app to support early detection of foot ulcers.
Explored wearable physiological sensing to predict emotional dysregulation and impending meltdowns neurodivergent children.
Co-designed an HL7/FHIR ready community-based model of care and end-user app for secondary prevention of Stroke.
Develop frameworks to support government and startups with the translation of emerging technologies in healthcare, aged care and disability.
Co-designed a framework guiding ethical, user-centred development, assessment, and adoption of AI-enabled assistive technologies.
Developed a framework to evaluate LIV, an app to support people with dementia and carers through community connection, services, living home.
Developed a framework to support the co-design of Reset Moves, a VR app education of neurodivergent students and young adults through play.
Proposed a structured framework to assess precision‑health technologies across technical, clinical, human, and implementation domains.