The Uncommon Engineer

I look at the designs, builds, and occasionally breakability of AI and cloud systems, and share insights from a perspective few others possess. My work spans major cloud providers, popular AI-related frameworks, novel ways of hacking and securing AI systems, and business-ready solutions with a focus on building systems that work in the real world - especially for organisations that are often overlooked by traditional approaches. This is where I share practical technical solutions, challenge conventional wisdom, and explore the intersection of everything from technical excellence, business, social and cultural perspectives, particularly in Pasifika contexts. The Uncommon way exists in the tension between knowing how to build systems that can help everyone and recognising that same knowledge can create systems that oppress. It's about having the vision to wield technical power for good.