Independent MVP
Voice AI Prospect Radar
Business discovery, map-based review, explainable scoring, AI briefs and saved prospect tickets.
Portfolio / London, UK
Open to opportunitiesAI & Full-Stack Engineer
I build web products, practical AI tools and the backend workflows that make them reliable.
01 / Portfolio
Independent products and client work. What I built, how it works, and where it stands.
Independent MVP
Business discovery, map-based review, explainable scoring, AI briefs and saved prospect tickets.
Deployed work + ongoing development
Website performance, technical SEO, content validation and reusable page components.
In development
Transactional persistence, consent handling, receipt validation and recovery tests.
02 / Workbench
Open questions, working code and evaluation still to do.
Exploratory · not yet evaluated
Implemented comparison and evaluation tooling alongside the existing document-grounded baseline. Benchmark results, conclusions and a completed research write-up are still outstanding.
Read development notesFrom the build
How Voice AI Prospect Radar ranks businesses with public signals and explicit missing-data rules, with a worked example and a separate AI brief.
Read the engineering noteI built Voice AI Prospect Radar to help voice-AI vendors discover and review businesses that might benefit from automation. My work also includes website delivery and backend workflows for Haus of Estate. Alongside these projects, I’m exploring document retrieval; that work is still awaiting evaluation and conclusions.
I enjoy the part where an unclear requirement becomes something you can use: a page that loads well, a content workflow that makes sense, or an answer you can trace back to its source.
Open to AI and full-stack opportunities in London or remotely.
London, United Kingdom
Document-grounded answers · Vector retrieval · Embeddings · Retrieval evaluation · Source citations
TypeScript · Python · Next.js · React · Node.js · REST APIs
PostgreSQL · Prisma · Sanity · Content ingestion · Delivery queues · Consent handling
Vitest · Playwright · Docker · Git · Release handoffs · Technical documentation
04 / Contact
Open to opportunitiesAI Engineer · AI Solutions Engineer · Full-Stack Engineer
London or remote
Send the role, company, working arrangement and a link to the brief.