Independent AI consultant. Thirty years in risk, data and finance; now building AI agents.
30+
Years in risk, data and finance
5
Client builds this year
25
Personal builds in the last year ›
1
Personal AI Assistant, in daily use ›
What I'm building · 2026
A selection of projects showcasing client work and personal projects shaped by my experience and first-principles approach.
In Production
Client work
Automated ingestion of investment opportunities, routing each document to the right one, and an AI assistant pipeline for research, sharing and collaboration on deals. Used daily by the team and its partners.
Family offices
Six
Hosted
Google Cloud
In Build
Client work
AI agents that free creative professionals to focus on creative work. Built from the founders' interviews, so it answers in the agency's voice.
Built from
Founder interviews
Built with
Claude · MCP
In Production
Personal AI
The AI infrastructure I run my own life on: a vault for memory, hooks that capture every session, a nightly reflection and a dashboard.
Daily notes
216
Services
About twenty
In Production
Client work
Helps corporate finance firms manage their relationships, with intelligent collaboration to build sell-side syndicates with other firms.
Built with
TypeScript · Gemini
Hosted
Google Cloud
Completed
Teaching
A weekly course taking non-technical users from playing with chatbots to building their own personal AI assistant to manage their daily lives. All sessions are free on YouTube.
Format
Weekly, 90 minutes
Published
YouTube
In Development
Data
Organisations are built around the limits of human attention; AI removes the limit. After four golden-source attempts at four banks, a working system built by agents, where the record of what the organisation does is the thing that runs.
Change sets
20
Views in production
144
How I work
i.
I talk to the people whose judgement the agent has to carry, and read the documents they actually use.
ii.
One skill that saves real time, in front of real users within weeks rather than a programme.
iii.
The team learns to change it themselves, so it doesn't depend on me.
Taking on new engagements.
If you need someone who understands both the business and the bits.