The Central Question
I am an independent researcher working at the intersection of people, policy, and technology. My work focuses on one central question: as artificial intelligence becomes more powerful, how do we ensure it remains genuinely human-centred not just in principle, but in governance, behaviour, and emotional intelligence.
With over two decades of experience across social systems, policy design, human behaviour, and emerging technologies, I have supported government programmes, mission-driven organisations, and technology-led initiatives. My current work represents a deliberate shift, from advising others to independently building original research that contributes directly to the global conversation on AI governance and safety.
The Independence
This research programme was built entirely independently, without institutional support, without funding, and without a research team. Every framework, every methodology, every finding reflects years of observation, disciplined thinking, and a deep belief that the most important questions about AI are not technical, they are human.
The Invitation
I am currently open to research collaboration, academic partnerships, and engagement with organisations working at the frontier of AI safety, governance, and human-centred technology.