This project aims to develop an innovative collaborative intelligence framework that integrates the broad knowledge of large foundation models with the rapid adaptability of specialist small models to deliver accurate, reliable, and efficient solutions. ARC Future Fellowship, 2027–2031.
This project aims to develop a next-generation 3D motion analysis platform that leverages advanced data-driven and graph-based modeling techniques to capture and interpret human poses in complex environments. ARC Linkage Project, 2026–2029.
Developing an interactive platform to support policy-making for Indonesia’s seaweed industry. KONEKSI Environment and Climate Change Extension Support, 2025–2026.
GrainData Fusion investment is designed to leverage the public release of the GRDC Data Catalogue to increase the scope of data assets it references while demonstrating the power of FAIR data to facilitate powerful analyses. Funded by Grains Research & Development Corporation (GRDC), 2025–2027.
This project aims to transform Australia’s timber and construction sectors by stimulating rapid growth in timber innovation and uptake of use of timber in buildings. ARC Research Hub (IH220100027), 2024–2028.
Development of advanced analytics and AI solutions to enhance productivity, sustainability, and profitability in the Australian grains sector. Funded by Grains Research & Development Corporation (GRDC), 2024–2027.
Enhancing fairness and transparency in Paralympic classification through AI-driven video analysis. Follow Me AI Pty Ltd, 2024–2027.
Vision-based Australian Sign Language translation and production system for accessible communication. Google Asia Pacific Pte Ltd, 2023–2028.
Utilising satellite data to assess climate impacts on seaweed farming in Indonesia. KONEKSI Grant administered by Griffith University, 2023–2025.
Aims to strengthen AI model robustness and resilience against malicious visual data manipulation. Funded by ARC DECRA (DE230100477), 2023–2025.
Designing intelligent systems for real-time recognition and forecasting of human intent using multimodal visual data. Funded by CSIRO Scholarships, 2022–2026.
Building a bidirectional translation framework for Australian Sign Language to enhance accessible communication. ARC Discovery Projects (DP220100800), 2022–2024.
Developed a standardized pipeline to evaluate and benchmark deepfake detection algorithms under realistic conditions. DAIRNet – AI for Decision Making, 2022.
Developing liveness detection methods using physiological signals to distinguish real users from spoofed content. DAIRNet – AI for Decision Making, 2022.
Developed robust models for real-world sign language translation. Google Research Scholar Program, 2021–2022.
Created a mobile-based Auslan translation system for everyday communication assistance. UTS ECR Research Capabilities Development Initiative, 2021–2022.