Contact
Let’s talk.
Have a role in mind, an idea to build together, or just want to compare notes on what you’re making? I’d love to hear from you.
About me
I help teams decide where AI makes sense, build useful products, and bring them into everyday use.
My background is in commercial systems architecture—Salesforce, Veeva CRM and the integrations connecting enterprise systems. Today, I lead AI initiatives within regional IT, staying involved in development and taking responsibility for solutions after launch.
- Start with the simplest solution.
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If a workflow or conventional automation solves the problem, use it. AI should justify its cost and complexity.
- Choose the tool for the task.
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No single model or tool is best for everything. Knowing their strengths and limitations helps you choose what fits the task.
- Set realistic expectations.
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Helping people understand what AI can and cannot do is part of the work. Clear expectations matter as much as technical capability.
What I do (at work)
- Regional GenAI community
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I founded a regional GenAI community focused on shared learning and practical AI projects. I provide technical guidance and help turn promising ideas into prototypes and working solutions.
- AI Sales Training Simulator
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AI role-play training that gives teams more time to practise and supports trainer-led coaching. I led the architecture and development and continue to maintain the platform.
- Patient Input Buddy
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An AI tool helping patients share their experiences to inform decisions about government funding for medicines in Australia. I led the transition from prototype to production and remain responsible for its technical operation.
Off the clock
Gym, movies, TV series and video games—and, increasingly, building things with AI.
I build almost every day, before or after work, simply because I enjoy it. On weekends, you’ll often find me working on an idea from a café or library. Seeing how quickly the tools improve keeps giving me reasons to try something new.
- Atrip All-In
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A group-flight coordination prototype that balances total cost with arrival times across different departure cities. AI helps interpret travel requests; fare checks and booking approvals keep the person arranging the trip in control.
I chose the use case after researching the travel API and the travel businesses it serves, using AI to explore possible approaches. I designed and built the prototype solo in around ten days of evenings and weekends.
- This portfolio
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I wanted this site to feel alive. Its imagined waterfront follows Singapore time, with changing light, moving water and foliage. The scene was built in Blender and brought to life in the browser, alongside an AI assistant you can ask about my work. A place to explore—or simply leave open for the view.
- Dio Racer
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A miniature tabletop racer that started as an experiment in how far I could push AI-assisted development, built with AI coding tools and Blender.
Drift through corners, charge boosts and race against your best lap, with a workshop scene that changes through the day.