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Experience & technical skills
Research, teaching, engineering, leadership, languages, frameworks, and libraries.
Open →PersonalPursuits
Music, games, collecting, outdoor activities, and team sports beyond technical work.
Open →GalleryGallery
A visual archive of research, community, teaching, and extracurricular moments.
Open →NLPFLAN-T5 for Biomedical Lay Summarisation
A comparison of full fine-tuning, LoRA, and evolution strategies for translating specialist biomedical reports into accessible summaries.
Open →ResearchFourier Shuffle for Semantic Vision
A frequency–spatial upsampling method for medical image segmentation that improves validation performance while reducing memory use.
Open →StatisticsMultivariate Analysis of Gallstones
A statistical analysis of biomedical variables associated with gallstone status, using covariance structure and multivariate inference.
Open →Machine LearningPHAML
A pipeline that augments conventional machine-learning models with topological descriptors extracted through persistent homology.
Open →Applied MLClassifying Table-Tennis Swings
A supervised-learning study using racket kinematics to classify combined demographic labels across several model families.
Open →Developer ToolBlackBox Labs — TraceForest
An explainable detector for AI-generated code, combining stylometric AST features, random forests, SHAP, and developer tooling.
Open →Research ProjectVision Transformer Attention Analysis
An experimental pipeline for extracting, visualising, and modifying internal attention distributions in pretrained vision transformers.
Open →Teaching · COMP3400Functional and Logic Programming
Helping students move from imperative programming to recursion, induction, functional abstractions, and logic.
Open →Teaching · COMP4702 / COMP7703Machine Learning
Mathematical foundations and practical implementation across supervised, unsupervised, and deep learning.
Open →Teaching · CSSE1001Introduction to Software Engineering
Supporting first-year students as they learn programming fundamentals, debugging, object-oriented design, and engineering practice.
Open →Teaching · COMP2048Theory of Computing
Rigorous reasoning about automata, formal languages, computability, complexity, and alternative models of computation.
Open →PublicationLearning Frequency Domain Codes for Semantic Vision
Research on representations and operations that organise visual information in the frequency domain.
Open →TalkFourier Shuffle at the 2026 Research Experiences Showcase
A presentation on frequency-domain image segmentation research completed through UQ’s Summer Research Program.
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