DAVID REID  —  AI SOLUTIONS · DELIVERY
Delivery board · 2026

Most AI projects stop at the demo. Here is how far mine got.

Every project below shows which gates it has cleared and which are still open. Read the amber ones. A portfolio that only reports its wins is a portfolio you have to take on trust, and I would rather you did not have to.

Role
AI solutions and delivery
Based
Berlin, Germany
Degree
MSc Spatial Data Science
Status
Open to roles

Selected work

10 of 15 gates cleared

Knockstack

Pick an area on a map, upload a résumé, get a stack of tailored cover letters ordered into the shortest walking route.

Next.js · TypeScript · Google Places · Claude · Postgres · Vercel

Route ordering is built and benchmarked but a user cannot reach it yet, so the saving is not claimed here.

Agentic build pipeline

A multi agent system that carries an app from idea to store submission. Named specialist roles, quality gates between phases, a real app at the end.

Claude · agent orchestration · Flutter · Godot

The app it produced is approved for production on Google Play but is not publicly listed yet, and the pipeline itself is not published, so neither can be checked from here.

What Do I Need

Ask for anything, from a week in London to a newborn, and get a requirements checklist mapped to buyable products.

Python · Claude structured output · commerce mapping · Capacitor

The repo is still private and the services are paused deliberately, so it costs nothing to keep and there is nothing here for a visitor to read or try yet.

What I can do

every line backed by something above
Ship AI products to production
An app built by my agent pipeline is approved for production on Google Play. Not a prototype, a store listing.
Decide whether a thing is worth building
Modelled the unit economics of What Do I Need before writing product code, because the answer decided whether it was a business.
Design multi agent systems
A build pipeline with named specialist roles and quality gates between phases, which carried an app from idea to store submission. I decided what the roles are and where the gates sit.
Direct AI coding agents, and catch what they get wrong
A dependency audit came back with seven advisories called unfixable. I pushed back, the real cause was stale packages still on disk, and the corrected result was eleven vulnerabilities down to zero including two critical ones in the auth stack.