AI Product Manager with 10+ years of experience — from high-end hospitality to digital product leadership.
I specialise in rapid prototyping, vibecoding, and lean experimentation: moving teams from hypothesis to validated product in 48 hours.
Skilled in Scrum, SAFe, product discovery, and AI-assisted development using tools like Lovable, Bolt, Cursor, and Claude.
Latest Thinking.
Insights on product management, AI implementation, conversion rate optimisation, and validated growth strategies for B2B founders and product leaders.
Microsoft's new MAI-1 models represent a significant shift in AI capabilities for product development. Learn how these models change the game for AI-powered coding, what they mean for your product strategy, and why the architecture matters more than the hype.
A deep dive into how non-technical founders can now ship real products using AI tools. Learn from Bryce Keithley's case study, understand the new product development paradigm, and discover what this means for the future of building.
Video agent models represent a paradigm shift from passive content generation to active digital collaboration. Explore why these systems—capable of understanding, reasoning about, and acting within video environments—are poised to reshape how we build AI products.