Principal product designer specialising in AI. I design tools that domain experts rely on. Currently at CSIRO, Australia's National Science Agency.
I use SOTA AI frameworks to shape what to build and why. I ensure AI products earn adoption in high-stakes domains at scale.
I lead design teams in R&D environments where ambiguity is the default. I've grown junior designers into confident practitioners and developed senior designers into leads.
I bring genuine user research rigour to product decisions underpinned by 7 years as an academic researcher.
Led the design of a multi-agent AI product capable of accelerating the scientific research and discovery process.
Led design activities to interrogate the ethical risks of AI systems, and make recommendations on how to operationalise RAI principles.
Context engineering moves beyond crafting good prompts or instructions. It is the deliberate architecture of the entire information environment that shapes how AI systems think, respond, and behave.
Conventional prototyping methods, which typically rely on a clear understanding of system capabilities and user needs, are not fit for purpose when the product discovery phase is highly ambiguous.
Why treating AI as revolutionary creates adoption barriers, and how evidence-based design that respects scientific culture drives genuine integration.
