K
Available for AI projects

What I can build for you

Most AI projects die in the gap between the idea and a working product — a strategy deck nobody can build, or a prototype nobody can use. I work across that entire gap: research and design, architecture and production code, delivered by one person so nothing gets lost in handoffs.

01Most requested

AI Product — Designed and Built End to End

From a rough idea to software your customers actually use — research, interface design, architecture and production code, delivered by one person instead of a handoff chain.

Who it's for

Founders and product owners who have an AI idea but no team to take it from concept to something real.

What you get

  • Problem framing and feasibility read — what AI can and can't do here
  • User research, journeys and a clickable prototype
  • Production build: React/TypeScript front end, Python/FastAPI or Node services
  • Deployment, handover and documentation your team can pick up
02Most requested

AI Agents & Copilots for Real Workflows

Multi-agent systems and internal copilots that carry out actual work — reading, deciding, drafting and routing — instead of a chatbot that only answers questions.

Who it's for

Teams drowning in repetitive knowledge work: reviews, screening, triage, reporting, back-office operations.

What you get

  • Workflow mapping — which steps are worth automating, and which are not
  • Agent design: roles, tools, guardrails and human checkpoints
  • Working implementation with evaluation and failure handling
  • Operator interface so your team can supervise and correct the agents
03

RAG & Knowledge Systems Grounded in Your Data

Answers drawn from your own documents, policies and records — with citations, access control and honest 'I don't know' behaviour rather than confident invention.

Who it's for

Organisations sitting on documentation, contracts, SOPs or support history that nobody can find fast enough.

What you get

  • Content audit and retrieval strategy for your material
  • Ingestion pipeline, chunking and retrieval tuned on your real questions
  • Chat or search interface with citations back to the source
  • Accuracy evaluation so you can see where it is reliable and where it isn't
04

AI Strategy, Audits & Team Enablement

An honest assessment of where AI pays off in your business, what it will cost, and what your team needs in order to run it — before anyone writes code.

Who it's for

Leaders under pressure to 'do something with AI' who want a grounded plan instead of vendor hype.

What you get

  • Opportunity map ranked by value, effort and risk
  • Feasibility and build-vs-buy assessment for the top candidates
  • Reference architecture and delivery roadmap
  • Hands-on enablement so your engineers and designers can work AI-first
05

Product Design — 0 to 1 and Beyond

Turning a vague product idea into something specific enough to build: the flows, the screens, the design system, and the decisions behind them.

Who it's for

Startups and product teams who need design that survives contact with engineering.

What you get

  • Product definition, scope and user flows
  • High-fidelity Figma prototypes ready for stakeholder review
  • Design system and reusable component library
  • Developer-ready handoff — from someone who has shipped the code too
06

UX Design for Complex, Data-Heavy Products

Making dense enterprise workflows understandable — dashboards, admin tools and regulated processes that people can actually operate without training.

Who it's for

Teams with powerful software that users find confusing, slow or error-prone.

What you get

  • User research, interviews and journey mapping
  • Information architecture and workflow redesign
  • Interface design with WCAG accessibility built in
  • Usability testing and iteration against real users

Not sure what you need yet?

That's normal, and it's a good conversation to have early. Tell me what problem you're trying to solve and I'll give you a straight answer on whether AI is the right tool, what it would take, and where the risks are. If AI isn't the answer, I'll say so.