Solo projects, building with AI: 3 proof points
Everything in the content done in this role. The product name links the page with the full text. All roles, the facts page.
| Role | Product | Situation | Task | Action | Result | Year | Skills |
|---|---|---|---|---|---|---|---|
| Solo projects, building with AI | TomBot TomBot, a chatbot CV at takenbyninjas.com | Tom wanted to create a novel way of presenting his CV, and find out first-hand what AI can and cannot do. Accuracy of recall was the key criterion: a CV bot that hallucinates is worse than no bot. | Build something real with AI and ship it, in his own content and voice. | Built with Claude Code on the Claude API: chunked RAG vector store, eval suite, guard-rails. Question-to-question matching against a bank of pre-mapped questions rather than searching raw content: it limits the chatbot nature but keeps the answers accurate. Content and tone of voice his own. | Live January 2026. Linked from every CV with a UTM tag per employer so each application's traffic is visible. Pinned on LinkedIn. | 2026 | AI, GenAI, regulated, compliance, prototyping, team leadership |
| Solo projects, building with AI | kittenpm.com kittenpm.com, a free browser-based product management training SIM inspired by Lemmings | Wanted a portfolio piece that is not a portfolio, aimed at product peers and recruiters. | Generate reach and demonstrate product skills by teaching product trade-offs as a game. | Built with React, TypeScript and Phaser, using Claude as the engineering team. Players practise balancing product trade-offs in real time; those who complete the game get a digital certificate to embed on LinkedIn, which drives further reach. | Live July 2026, in public beta. | 2026 | AI, GenAI, regulated, compliance, prototyping, team leadership |
| Solo projects, building with AI | deathspiralorgoldenage.org deathspiralorgoldenage.org, a weekly public poll, live sentiment tracker and open economic model on AI's economic impact, with CC0 data | A thought experiment that spun out from a discussion at a Claude meetup with Anthropic. | Build a public, open-data way to track the question over time. | Researched and built with AI. Content is human; the site is engineered and researched with AI. Weekly poll, sentiment tracker and an open economic model, all data released CC0. | Live September 2026. | 2026 | AI, GenAI, regulated, compliance, prototyping, experimentation, team leadership |