Work that runs in production,
not just on whiteboards

A five-layer RAG reference architecture combining MCP server integration, Weaviate vector store, and provider-agnostic LLM gateway. Non-agentic by design — every answer is cited and auditable, with the human firmly in the decision seat.

FastAPI, Qdrant, Ollama, and OpenRouter with Redis semantic caching. Architecture for enterprises needing on-premise LLM inference with cloud fallback — no data egress for sensitive workloads.

A behind-the-scenes look at the reusable Enterprise RAG Framework I built to codify how enterprise AI deployments should be approached — and why the architecture decisions that seem over-engineered are the ones that matter most in production

n8n orchestration, FastAPI, Qdrant, and sentence-transformers combined into a document intelligence pipeline. Embeds AI document processing into existing enterprise workflows without replacing operational systems.

An LLM-powered advisory system for enterprise architects — combining pattern libraries, governance rules, and contextual retrieval to surface relevant precedents and flag design risks before formal review.

Multi-agent architecture for supply chain decision support — demand forecasting, supplier risk assessment, and logistics optimisation coordinated through an agent orchestration layer with human-in-the-loop approval gates.

An agentic content pipeline that plans, researches, drafts, and quality-checks long-form technical content — demonstrating how multi-step AI workflows replace fragile prompt chains with reliable, observable agent graphs.

12-month data foundation programme for a 500-store omnichannel retailer — unifying 23 disconnected systems, eliminating manual data movement, and enabling real-time finance and HR analytics on AWS.

A 25-question interactive assessment scoring your organisation across five AI Control Tower layers — Access & Governance, Data & Retrieval, Orchestration, Evaluation & Trust, and Integration. Produces a scored maturity profile, gap analysis, and prioritised executive roadmap in under eight minutes. No account required. Used to qualify organisations for Tier 1–3 CloudKraft advisory engagements.