15+ years delivering production software, the last 4 focused on agentic systems, LLM applications, MCP, enterprise integration, and AI-enabled engineering.
Contract Lead AI Engineer with 15+ years delivering production software, the last 4 focused on agentic systems.
I design, ship, and run multi-agent fleets on Claude Code, MCP, and Anthropic's Managed Agents — including a 115-agent workspace (AIOS), a multi-persona backoffice (AIBO), and a 23-site AI-native publishing platform (MS26).
I am open to 3–6 month senior or lead contracts where a team needs to turn an AI use case into a secure, observable production system — London hybrid or UK remote.
Claude Code + MCP for agentic build, Next.js 16 + Vercel for shipping fast, Supabase + Mongo for data.
AIOS, AIBO, and ABC — all live, all multi-agent, all running on the same Claude Code & MCP foundation.
A 115-role multi-agent workspace with a hardened Claude API proxy, multi-workspace tenancy, 24 integrations, end-to-end Vitest coverage, and a recoverable provider fallback chain.
Weekly versioned phases (v10.65 and counting). Provider fallback verified during a live incident.
A multi-agent backoffice that designs, generates, and operates the asset library for the entire 23-site fleet — personas, page heroes, hero videos, product imagery, daily digests. Each persona is an autonomous agent with its own prompt, model, tools, and output schema.
Replaced six manual roles with a single ops console.
A 28-route command centre orchestrating the entire MS26 ecosystem — Apps + Backoffice + Context. Every operational verb (build, deploy, push, analyse, generate, ingest, sync) is a Claude Code skill. The cockpit became the operating system for the whole 2026 personal-fleet target.
One human running 23 live sites + three agentic platforms, solo.
Claude Code · Anthropic Managed Agents · MCP (own + third-party servers) · Subagents · Skills · Hooks · Plugins · Tool use · Function calling · A2A protocols · Multi-agent orchestration · Versioned phase shipping
Claude Opus 4.7 · Sonnet 4.6 · Haiku 4.5 · GPT-5 · Gemini 3 · Llama 3 · DeepSeek · Mistral · OpenRouter routing · Recoverable fallback chains
Embeddings · Vector DBs · Hybrid search · Chunking · Knowledge graphs · Retrieval optimisation · LlamaIndex · Vault auto-indexing · Backlinks
TTI (SDXL · Flux · nano-banana · Midjourney) · TTV (Seedance · WAN · Sora · Runway · Pika) · TTS/STT (Coqui · Whisper) · Remotion composition
Python · FastAPI · Node 22 · Bash · REST / JSON APIs · Inference pipelines · Recoverable proxy patterns
MongoDB Atlas (FLEET shape, 100+ apps) · Supabase Postgres + RLS · JSON-on-disk registries · Metadata automation · Vector search
AWS (EC2 · S3 · Route53 · IAM) · Vercel · Docker · GitHub Actions · NGINX · CI/CD with vitest contract tests
Next.js 16 (App Router) · React 19 · TypeScript · Tailwind v4 · shadcn/ui · Radix · lucide · Storybook
Agile · Scrum · Lean · MVP delivery · Backlog · Sprints · User Stories · Phase captains · Weekly version cuts · GDPR · Responsible AI · Audit · Stakeholder alignment
1,000+ AI videos shipped · 10,000+ AI images shipped · 200+ hours AI audio · Daily content engine (PAD · LAD · IAD · AAD · VAD)
From digital transformation to agentic AI — shipping production systems for regulated, large-scale organisations.
Founded the matsiems engineering practice. Designed and shipped AIOS (115-role multi-agent workspace), AIBO (multi-persona backoffice), and the MS26 23-site platform. Built the agentic-AI delivery playbook: Claude Code skills as the unit of operational work, MCP for tool reach, versioned phase shipping with Vitest contract tests and recoverable model fallbacks.
Delivered Copilot Studio assistants, voice agents, and AI-driven contact-centre workflows. Brought product-level rigour to a regulated enterprise AI rollout (GDPR, internal audit, redaction).
Integrated AI translation workflows into the existing language-services platform; led Agile delivery across cross-region engineering teams.
Delivered a CI/CD data pipeline (Snowflake + Jenkins + Airflow) powering marketing analytics for one of the UK's largest retailers.
Delivered integrated e-commerce + leisure management platform (membership, payments, ticketing, search).
Delivered the booking platform refresh — AI-ready content models, faceted search, payments architecture.
Anthropic · prep tracker at github.com/flexappdev/cac
MongoDB University · Snowflake University · Coursera
Concordia University, Montreal
Collège Stanislas, Montreal
Best fit: a 3–6 month senior or lead engagement for an agentic system, LLM application, enterprise AI workflow, or AI-enabled engineering transformation.