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.
Databricks co-founders argue that open ecosystems are essential for frontier AI development. Here's what product managers and builders need to know about building in the open versus closed paradigm.
A strategic playbook for product builders navigating AI's transformation of work. Learn the mindset shifts that create competitive advantage when technical skills commoditize.
The economics of AI are shifting dramatically. As training and inference costs skyrocket, product builders face tough decisions about budgeting, architecture, and viability. Here's what the affordability crisis means for your AI roadmap.