Experiments
Welcome to the sandbox!
Here you’ll find experiments where I tinker with tools and explore the edges of service design, AI, information compliance, and emerging tech. This is where I prototype ideas outside my day job and test how these disciplines connect in practice.
I’m especially interested in how inclusive, human‑centred design evolves alongside AI and governance. If you’re curious, critical, or want to co‑explore—jump in. I’d love to hear what you think or what you’d like to see next.
Current projects and activities
Compliance Interpretation AI Agent
A lightweight AI agent designed to interpret Victorian information‑governance regulations and compare them to public‑facing organisational content. Built to support compliance teams by extracting obligations, analysing content, and presenting clear, structured comparisons — using only publicly available information and my own governance experience.
Category: AI Governance & Compliance Design
Technologies: GenAI Agents, Natural Language Processing, Workflow Orchestration
An experimental agent that demonstrates how AI can clarify complex regulations, support uplift conversations, and model responsible, transparent behaviour. The prototype was developed through regulatory research, structured reasoning flows, ethical safeguards, and iterative prompt refinement. All outputs are generated content for experimental purposes.
AI Profile Experimentation
A conversational AI chatbot trained on my professional profile, offering voice and text interactions to share insights from my professional journey.
Category: AI & Conversational Design
Technologies: Voice AI, Natural Language Processing, Conversational Design
An experimental chatbot that embodies my professional persona, trained on my experience in service design, UX, and product design. Users can interact through voice or text to explore my background and insights. Everything is generated content for experimental purposes.
Idea
AI-Powered Stakeholder Mapping & Sentiment Tracking
Developing intelligent tools to identify, map, and monitor stakeholder relationships and sentiments when entering new projects or organizations.
Category: Stakeholder Intelligence
Technologies: Generative AI, Sentiment Analysis, Network Mapping
Creating AI tools to help designers and project managers quickly understand stakeholder ecosystems, decision-making hierarchies, engagement preferences, and real-time sentiment tracking for better project navigation.
Idea
Secure Voice Assistant for Health Visit Support
An AI-powered voice agent that securely records key information from medical visits through your mobile phone and automatically organizes follow-up actions—like medication reminders, activity scheduling, and calendar updates. Designed with accessibility in mind, especially for elderly users, the assistant integrates into a broader care ecosystem of people, tools, and support services - including potential interaction with Abby, a companion robot in aged care settings.
Category: Health & Care Support
Technologies: Voice AI, Secure Data Capture, Calendar Integration, Accessibility Design
Idea
Research Rigor Enhancement Platform
Exploring how AI can bring academic-level rigor to design research, ensuring insights are data-backed and conclusions are properly verified.
Category: Research Quality Assurance
Technologies: Generative AI, Data Validation, Research Methodology
Investigating how technology can help researchers validate their conclusions, prevent overgeneralization, and maintain the same rigor found in academic research within design and business contexts.
Idea
AI Workshop Activity Generator & Curator
An intelligent system that recommends optimal workshop activities and provides multi-format instructions based on context, audience, and format (online/offline).
Category: Workshop Optimization
Technologies: Generative AI, Content Curation, Video Synthesis
Developing AI that can suggest the best workshop activities from platforms like Figma and Miro, generate tailored instructions in text and video formats, and adapt content for different contexts and audiences.
Research
Invisible Voices in AI: How Sweden and Australia Talk About Healthcare and Inclusion
Researching representation gaps in AI discourse, examining how healthcare and inclusion conversations differ between Sweden and Australia.
Category: Sociology Research
Technologies: Analysis, Cross-Cultural Research, AI Ethics
Exploring gaps in representation and voice within AI conversations, particularly focusing on healthcare and inclusion narratives across different cultural contexts to understand whose perspectives are being heard and whose are missing.