Labs
These are real products I've designed, built, and shipped — using the same AI-first methodology I bring to enterprise engagements. They exist to prove the approach works, and to share what I've learned building them.
Each product is designed, built, and maintained by one person using AI-accelerated development. They're proof that the methodology works.
Personal expense intelligence
An AI-powered expense tracking and analysis tool that helps individuals understand their spending patterns, categorise transactions intelligently, and surface actionable insights — without the complexity of traditional budgeting apps.
Tech Stack
AI Tools
AI-first financial guidance
An intelligent financial planning assistant that uses AI to provide personalised guidance on savings, investments, and financial goals. Built to demonstrate how conversational AI can deliver genuine value in regulated domains.
Tech Stack
AI Tools
The same approach I bring to enterprise engagements, applied to my own products.
Every system starts with AI-assisted research, options analysis, and architecture decisions. Claude and GPT help me evaluate trade-offs at a speed that would normally require a team.
Code is written in partnership with AI coding assistants. Not generated and forgotten — reviewed, tested, and refined. The AI handles the breadth, I bring the judgement.
AI isn't just used to build these products — it's embedded in them. From intelligent categorisation to conversational interfaces, each product demonstrates AI as a core capability, not an afterthought.
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Whether you want to explore AI-first development for your own products, or you’re looking for enterprise AI advisory from someone who actually builds — let’s talk.
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