AI builds
Products I designed and coded myself.
These are not mock-ups. Each one is a working AI product, shipped solo with Claude Code and a modern stack. They are why I sit as comfortably in the build as in the strategy.
Self-built · solo
VC Intelligence
Due-diligence automation for venture capital.
Problem
Micro-VCs cannot screen their full deal pipeline. Working through even a moderate flow by hand consumes disproportionate senior-analyst time, so good deals slip and throughput stays low.
Why AI
First-pass diligence is reasoning over messy, real-world information: filings, web research, financials. An 8-stage AI pipeline runs the rigorous first pass a lean team cannot do by hand, in minutes rather than days.
- FastAPI
- React
- Claude Opus & Sonnet
- Tavily API
Architecture
- 01
Intake
Company and deal details captured as structured inputs.
- 02
Research
Tavily API pulls real-time web, market and competitor signals.
- 03
Financial model
Revenue, burn and projections generated from the inputs.
- 04
Market sizing
TAM, SAM and SOM with a competitive map.
- 05
Risk assessment
Red flags and the diligence questions worth asking surfaced.
- 06
Scoring
Structured investment scoring across dimensions.
- 07
Memo draft
An IC-ready investment memo composed from every stage.
- 08
Review
Outputs assembled for the analyst in under 15 minutes.
User flow
- 01Paste a company or deal.
- 02The pipeline runs research, modelling and risk in sequence.
- 03Receive a financial model, risk assessment and IC-ready memo.
- 04The analyst reviews and edits, in under 15 minutes.
Self-built · solo
Cassette.ai
AI radio-ad production for 120+ stations.
Problem
Radio ad sales are capped by studio production. Scripting, voicing, mixing, compliance and regional localisation take weeks, which throttles ad volume and per-station revenue.
Why AI
Each production step is now an AI capability: generation, voice synthesis, mixing, compliance review and localisation. Chaining them collapses weeks of studio work into one browser workflow at near-zero marginal cost.
- Claude API
- ElevenLabs
- Next.js
Architecture
- 01
Script generation
Claude API drafts ad copy to the brief.
- 02
Voice synthesis
ElevenLabs generates the voiceover.
- 03
Audio mixing
Voice, music and effects combined into a final mix.
- 04
Compliance review
Copy checked against broadcast rules before release.
- 05
Localisation
Regional variants produced per station.
- 06
Delivery
Station-ready audio exported.
User flow
- 01Enter the brief and target stations.
- 02AI generates script, voice and mix.
- 03Compliance and localisation run automatically.
- 04Export station-ready ads in one session.
Next step
Want a PM who can build the idea, not just spec it?
Open to Senior PM, AI PM and Product Builder roles in London or UK-remote. Recognised Global Talent UK, with full working rights in the UK.