AI & IT Architect — United Kingdom

Intelligent Systems
Built to Last

AI Architecture·IT Strategy·Digital Transformation

I design and deliver enterprise-grade AI and IT systems — from local-first LLM infrastructure and edge inference to cloud architecture and strategic technology consulting.

15+
Years in IT
5+
AI Projects
UK
Based
What I Do

Areas of Expertise

AI Architecture

End-to-end AI system design — from on-device NPU inference and RAG pipelines to production-scale LLM deployments. Optimised for latency, cost, and data privacy.

LLM Inference RAG / Vector DB NPU / Edge AI Model Quantisation
IT Strategy & Infrastructure

Resilient infrastructure for modern organisations. ARM64 edge computing, hybrid cloud architecture, and security-first design at every layer.

Cloud Architecture ARM64 / Edge DevSecOps Zero Trust
Digital Transformation

Technology-driven organisational change. System design, process automation, and strategic advisory that connects IT investment to measurable business outcomes.

System Design Automation Strategic Advisory CI/CD
Technical Proficiency

Technology Stack

AI / ML
LLM / Transformer Models
Ollama · LiteLLM
RAG Pipelines
ONNX / QNN / NPU
Vector Databases
AI SDK / Vercel AI
Infrastructure
Proxmox VE / Ceph
Docker · WSL2
Linux (Ubuntu, Debian)
ARM64 / Snapdragon X
Windows Server
Networking / VPN
Development
TypeScript / Node.js
React · Next.js · Remix
Python
PowerShell
REST / GraphQL APIs
Supabase · PostgreSQL
Cloud & DevOps
Vercel · Cloudflare
GitHub Actions CI/CD
Systemd · Automation
Monitoring / Logging
Security Hardening
IaC / Scripting
Selected Work

Recent Projects

01 · AI Infrastructure
Local AI Stack — Snapdragon X Elite

Designed and deployed a complete local AI inference stack on ARM64 hardware. NPU-accelerated LLM serving via GenieAPIService, Ollama multi-model management, and LiteLLM as a unified OpenAI-compatible proxy — all systemd-managed with automated recovery.

QNN / NPU Ollama LiteLLM WSL2
02 · Platform
GaiaAgent — AI Automation Platform

Full-stack intelligent agent platform with multi-model orchestration, autonomous workflow execution, and Supabase-backed persistence. Multi-provider AI routing with context management and real-time streaming.

React Supabase AI Agents Multi-model
03 · Infrastructure
Proxmox HCI Cluster

Multi-node Proxmox cluster with Ceph distributed storage, automated boot-recovery procedures, Immich ML with remote inference offloading, and a hardened security posture across all nodes.

Proxmox Ceph Docker Immich ML
Let's Connect

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Whether you're scoping an AI architecture project, need strategic IT advisory, or want to discuss emerging technology — I'm open to select consulting engagements and collaborations.