About Me
Hi, I'm Matthew
AI Engineer — LLM Agents, RAG & Automation
I build production AI systems in TypeScript and Node.js — LLM agents on the Claude and OpenAI APIs, retrieval pipelines over pgvector, and the automation around them. My latest build: an AI team assistant answering a whole agency's questions in Slack, grounded in their real knowledge with a citation on every answer.
How I Build
Grounded answers over guesses, human approval gates on AI actions, tests and cost instrumentation from day one — AI systems a business can actually run unattended.
Selected Work
Seven production AI & automation systems I designed and shipped. Hover a card, then click to open the full case study.
Document Chasing Agent
Autonomous document follow-ups
n8n · AI Agents · GoHighLevel
Case Management (Expiries)
Never miss a renewal
n8n · PostgreSQL · AI Routing
Email Ingestion & Routing
AI triages every inbox message
n8n · OpenAI · Webhooks
Etsy Listing Generator
Listings in minutes, not hours
n8n · OpenAI · Etsy API
AI Content Creation
Trend-to-post, human-approved
n8n · Claude · Perplexity
AI Ledger Reconciliation
Docs in, reconciled cases out
React · FastAPI · AI
Gus — AI Slack Assistant
Grounded, source-cited answers
TypeScript · Claude · RAG
AI Systems Advisory
Helping teams turn AI experimentation into reliable operational systems.
I work with companies that are actively exploring AI and automation but need help turning ideas into practical systems. My role combines consulting, architecture, and hands-on automation expertise to help teams design, troubleshoot, and scale AI-driven workflows.
Hourly Advisory
Flexible support for teams that need occasional help with AI workflows or automation challenges.
- •AI workflow and automation advice
- •Architecture and tooling guidance
- •Troubleshooting existing workflows
- •Reviewing automation ideas before building
£150 / hour
AI Systems Advisor
Regular support to help your team turn AI experiments into reliable operational systems.
- •Weekly advisory call (30–60 minutes)
- •Workflow and automation reviews
- •Architecture and tooling guidance
- •Help diagnosing blockers
- •Light async support between sessions
£500 / month
Strategic AI Partner
For teams building multiple AI systems who want ongoing architectural and strategic input.
- •Weekly advisory session (up to 90 minutes)
- •System architecture guidance
- •Priority troubleshooting support
- •Identification of high-value automation opportunities
- •Strategic guidance as your AI capability grows
£900 / month
How the advisory sessions work
- 1Share your current workflow or challenge
- 2We review the system together
- 3You leave with clear next steps for your team
Technologies I use.
🤖 Automation & Workflow Orchestration
🧠 AI & Large Language Models
🗄️ Database Technologies
📋 CRMs & Business Platforms
✉️ Messaging & Communication APIs
🏗️ DevOps & Infrastructure
Client Reviews
Vadym S.
Entrepreneur
“Matthew delivered a sophisticated automation system that integrated AI services, CRMs, and workflow orchestration. His ability to architect complex business logic and automate operations was outstanding.”
Bram S.
General Manager
“Working with Matthew has been a great experience. He's highly knowledgeable in automation and helped streamline our processes significantly.”
Leonid Y.
Entrepreneur
“Matthew is an excellent specialist. Tasks were performed thoroughly, and he always clarified details and delivered high-quality results.”
James A.
Technical Specialist
“Matthew provided clear guidance on our n8n setup and helped design multiple automation architectures to solve the same problem efficiently.”
Schedule a Call
Let's discuss your automation needs and how I can help streamline your business processes.