
My Expertise
My expertise is in data analytics to drive decision-making in healthcare. My approach is to build data pipelines from a variety of data sources, develop and leverage advanced algorithms and artificial intelligence (AI), and perform data analysis and evaluation for patient safety. By collaborating with experts from implementation science and health professionals, I aim to implement and advance technology into clinical practice.
Keywords
Fields of Research (FoR)
Artificial intelligence, Data engineering and data science, Health systems, Implementation science and evaluation, Patient safetySEO tags
Biography
I am a Data Scientist and Researcher leading the data science component of a national initiative to develop a Learning Health System. This artificial intelligence (AI)-driven system is designed to support clinical decision-making in multidisciplinary team (MDT) oncology clinics, with the goal of integrating precision oncology into routine care.
I was awarded a UNSW Research Infrastructure Grant to establish the foundation for an implementation...view more
I am a Data Scientist and Researcher leading the data science component of a national initiative to develop a Learning Health System. This artificial intelligence (AI)-driven system is designed to support clinical decision-making in multidisciplinary team (MDT) oncology clinics, with the goal of integrating precision oncology into routine care.
I was awarded a UNSW Research Infrastructure Grant to establish the foundation for an implementation science platform. This initiative aims to accelerate the uptake of evidence into practice and optimise implementation strategies in clinical settings.
With background in engineering and extensive industrial experience, my focus spans multiple areas, including the development and evaluation of AI applied to electronic medical records (EMR) and algorithm implementation on biomedical data. The method involves constructing comprehensive data pipelines that draw from diverse sources, utilizing advanced algorithms and AI to enhance patient safety.
My Grants
- Taylor N, Chan J, Liang S, Mazariego C, Lovell N, Lin F, Grebely J, Sansom-Daly U, Tucker K, Delaney G, Goldstein D, Thomas D, Ziegler D, Ivers R, Yu J, Ooi S-Y, Croucher P, Chaffer C, Young M-A, Bolton P, Wakefield C, Palmer E, Jaffe A, Curtis J, Delbaere K, Lingham R, Fletcher J, Hastings B, Tan B, Kimonis E. Developing an AI model and web application for building a foundation implementation science platform - ImpleMATE UNSW Research Infrastructure Scheme $363007.79 (2025)
- Chan J, Taylor N, McKay S, Liang S, Lin F, Tran M. Developing a co-designed system for curation of cancer implementation studies and extraction of implementation information using natural language processing UNSW School of Population Health Seed Grant $5,000 (2024)
- Narasimhan P., Forero R., Fry M., Joshi A., Hale S., Jonnagaddala J., Iqbal U., Mohsin M., Sunjaya A., McCarthy S., Gurdasani D., Shen F., Coggins A., Varndell W., Harris-Roxas B., Seale H., Chan J., Nguyen Q., Quick B., Gabriel P., User-centred design and testing of a conversational Artificial Intelligence (AI) chatbot to address language barriers in Emergency Department Triage – The TRIBOT study, NHMRC Ideas Grant, $981,700 (2025-2027)
My Qualifications
PhD in Information Technology and Electrical Engineering – The University of Queensland
MPhil in Manufacturing Engineering and Engineering Management – City University of Hong Kong
BEng in Mechatronic Engineering (1st Class Honours) – City University of Hong Kong
My Awards
Best Journal Paper (EAIT Postgraduate Conference 2015) – The University of Queensland
UQ International Scholarship – The University of Queensland
Australian Research Council Scholarship – Australian Government
Postgraduate Scholarship – City University of Hong Kong
My Research Activities
P-OMICs-flow: Integrating precision oncology into clinical programs
Developing an AI model and web application for building a foundation implementation science platform - ImpleMATE
My Research Supervision
Supervision keywords
Areas of supervision
I supervise PhD, Masters, Honours and Independent Learning Project students undertaking research in the areas of artificial intelligence and data analytics focusing on healthcare.
Publications
ORCID as entered in ROS
