Reflections
What I am thinking about
Editorial articles on AI, leadership, transformation, and sustainability — written from inside the work, not from a distance. Each piece aims to prioritise insight over hype and connect observations to real-world change.
What the KPIs Weren't Telling Me
The metrics weren't good. The obvious response would have been to tighten controls and increase oversight. Instead, I spent time talking to the team — and what I found changed how I think about accountability, purpose, and what actually drives performance.
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Building in Public, Breaking in Private
Building this website forced me into a black terminal screen, commands I barely understood, and error messages appearing faster than I could look them up. What it really forced me into was becoming a beginner again.
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AI Applied to Real Work: Designing for Clarity
I didn't set out to build a suite of career tools. The starting point was much smaller — a question that kept surfacing in my training classes. What I built in the process changed how I think about where AI genuinely earns its place.
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