Independent AI engineering · Kent, UK

AI systems, built end to end
— and shipped to production.

I'm Vadim, the engineer behind AI Church. I design and build AI agents, retrieval (RAG), and the cloud infrastructure to run them — taking products from prototype to production, with a bit of frontend to tie it together.

20+ years building large-scale, high-load systems · the last decade on ML products

Start here

Tell me what eats your week. I'll show you what AI can take off your plate.

Most teams lose hours every week to work that doesn't need a person — copying data between tools, chasing the same updates, answering near-identical emails, turning notes into reports. You already know which tasks they are.

You don't need to understand AI or write a brief. Just describe one routine the way you'd explain it to a new hire — in your own words, however messy.

  1. 1
    You describe it

    One workflow, in plain text. Two lines or two paragraphs — whatever's easy.

  2. 2
    You get a free assessment

    I come back with what's automatable, how I'd build it, roughly how long, and what it'd cost.

  3. 3
    If it's a fit, I build it

    You approve the plan, I ship it, and you get your time back. No lock-in.

Free, no obligation. Prefer email? hello@ai.church

What I do

End-to-end AI — from agents and retrieval to the infrastructure that runs them.

AI agents & orchestration

Autonomous and multi-agent systems that research, reason, run code, and act — with guardrails for cost and human oversight.

RAG & agentic memory

Retrieval and long-term memory that ground LLMs in your data — embeddings, entity graphs, and provenance you can trust.

AI infrastructure & backends

Production cloud backends — serverless on GCP, async pipelines, multi-tenant APIs, auth, billing, and observability.

End-to-end delivery

Prototype to shipped product, including the frontend that ties it together — design, build, deploy, and evaluate.

Working with local businesses

Based on the Kent coast and open to local work. Beyond the products below, I help local businesses automate the repetitive, time-eating parts of their day and adopt AI sensibly — an enquiry or booking assistant, document and data automation, a website, or just honest advice on what's actually worth doing. Plain English, no enterprise price tag.

Talk about your project

About

Behind AI Church is one senior engineer — not an agency. Two decades building large-scale systems (search ranking, recommendations, and trust-and-safety ML at global scale), the last ten years focused on machine-learning products. You work directly with the person writing the code.

Selected work

Production AI products I've designed and built.

Infrastructure

MCP Hub

A live gateway connecting AI assistants like Claude and ChatGPT to real accounts — Telegram, banking — over one OAuth-secured endpoint, with per-user encryption.

MCPOAuth 2.0Go
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AI agents

Goblin Guru

A proactive AI project manager that lives in team chats, builds an auditable memory of people, projects and decisions, and nudges the right person before deadlines slip.

Knowledge graphGoAutomation
Civic tech

Councillor.io

Residents report local issues to a conversational assistant that routes each case to the right councillor, who gets AI-drafted replies grounded in their own approved answers.

Conversational AIRAG
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LLM tooling

prompts.church

Version prompts, build datasets, and grade model outputs by exact-match and an AI judge across OpenAI, Anthropic and Google — with cost and latency tracking.

EvaluationLLM-as-judge
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Earlier work

Shipped products I helped engineer.

Computer vision

Pora AI

An AI skincare assistant that scans your face and any product to score it on safety, cost and efficacy, then recommends personalized routines from a 500K+ product database.

RankingMobile AI
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News

True Story

An algorithmic news aggregator that clusters coverage of the same event from across the media spectrum, so readers can compare how outlets framed a story and judge for themselves.

ClusteringBackend
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Get in touch

Tell me about your project — local automation or a full AI build.