Work
Ethical systems, technology policy, and the classrooms where that thinking gets taught.
A selection of engagements across internet governance, human rights, justice, and higher education.
Case study
Transparency International: expert systems for responsible mining
As Principal Advisor (ModelOps), designed and deployed logic models, analytical models and governance research, building the expert systems and AI tools behind the Responsible Mining Tool (Version 2), supporting mining-sector reporting and evaluation aligned with international standards, and engaging global mining stakeholders on platform outputs.
Case study
Victorian Aboriginal Legal Service & QCDFVR: data and risk systems in high-stakes contexts
At VALS, led data-driven advocacy on place-based justice models, securing government support for regional hubs and shaping policy briefs for First Peoples' legal service delivery. Now a Senior Research Fellow at QCDFVR, building hybrid AI/parametric risk models for patterns of family and domestic violence, GIS-based heatmaps and service-mapping tools, and researching the emergent risks that platform technologies and AI pose to families and children.
Software portfolio
Most solutions below were built for clients and partners under confidentiality terms, so names cannot be disclosed without an NDA.
Video-conferencing platform with pre-event engagement
Co-designed and built a digital video-conferencing solution with features to drive attendee engagement before the event begins.
Skeletal-tracking posture management system
Built a computer-vision solution using skeletal tracking to support ergonomists in monitoring and improving workplace posture.
Spatial analysis platform for service planning
Developed a spatial analysis platform for a government client to inform the future placement of services across a region.
Litigant position decision-support tool
Built a decision-support tool to analyse the relative strength of litigant positions in legal disputes.
Lightweight econometrics library for JavaScript
Built a lightweight econometric library for use with JavaScript platforms, bringing statistical and econometric methods to web-based tools.
First retail QR data capture & spatial analysis platform (AU/NZ)
Built the first retail QR code data capture and spatial analysis solution in Australia/New Zealand, capturing in-store customer data for spatial analysis.
First Articulate-based HTML simulations at an Australian university
Built the first HTML simulations using Articulate at any Australian university, and trained other educators to build their own.
Early 3D character generation in simulation
One of the first solutions to use 3D character generation within a simulation environment.
Award-winning low-cost digital library access
Co-designed award-winning gratis and ultra-low-cost library solutions promoting digital book access.
Advisory & Research Engagements
Econometric research and advisory to the coalition of European domain registries, examining registration trends, renewal behaviour and the future shape of domain usage across the European internet.
Advisory on AI risk frameworks for government and industry, and research into the emerging harms AI and agentic systems pose to children and other vulnerable people.
NATSILS
Economic modelling to support Close the Gap justice targets and inform Coalition of Peaks negotiations on First Nations legal and justice outcomes.
Ongoing advisory since 2014: strategic ESG policy frameworks aligned to GRI and IR principles, and workshops equipping finance professionals to report on sustainability performance.
Research into the cyber workforce, examining skills gaps and pipeline challenges to inform national cyber-capability policy.
Research on energy-storage economics and disclosure standards, informing investor confidence and policy settings for the clean-energy transition.
Spatial mapping solution helping the community broadcasting sector understand coverage, audience reach and service gaps.
Platform delivery combining automation and BI tooling (Power BI, Power Automate, Power VA) to streamline process improvement and reporting for CQUniversity.
Teaching & program delivery
Institutions
AI in Business executive education with Worcester College; Ethical AI, data science & secure AI in business; co-author of Algorithms Around Us.
Curriculum and coordination across economics, strategic alignment, health management, systems thinking & research methods. Best Educator (Business) 2023–2025.
MBA/MIF finance and research methods; chaired Ethics & Sustainability in Financial Services curriculum. Teaching Exemplar Award.
Domestic & family violence risk research, and program impact evaluation for student equity initiatives (CREATE).
London School of Economics
Industry advisory and AI Leadership Accelerator facilitation.