Forward Deployed AI Engineer | Technical Architect
Forward deployed AI engineer with 15+ years building production systems for government and enterprise. Currently running a RAG pipeline handling 15K daily queries across 450,000 documents at 98% retrieval accuracy. BPSS cleared, Cambridge HCI certified.
Core Expertise
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BPSS Held
SC Eligible
UK security cleared with BPSS held and SC eligibility. Experienced in government contracts, secure environments, and on-premise deployments for sensitive sectors.
Specialist in agentic AI systems, knowledge graphs, and enterprise RAG architectures. 15+ years building production systems for government and regulated industries.
Explore the detailed context that powers my AI features—challenges faced, decisions made, and outcomes achieved across each role.
I own each engagement end to end: scoping on-site with stakeholders, translating ambiguous requirements into technical architecture, writing production Python/FastAPI code, and shipping into secure environments. From multi-agent orchestration to knowledge graph architecture.
Production multi-agent systems require specialised agents working in concert. This architecture powers the AI solutions I build for government and enterprise clients.
AI Systems Built
Separate agents created using Anthropic SDK, Pydantic SDK, Vercel SDK, and LangChain SDK
Central coordination with task decomposition, routing, and response synthesis
Neo4j-backed truth grounding ensures factual accuracy and relationship awareness
Session context and long-term recall for coherent, context-aware interactions
Format agents generate polished documents, reports, and structured data
Discover how my multi-agent architecture revolutionises enterprise knowledge retrieval
Let me demonstrate how our AI agent works and how the AI agent clusters are created.
Our AI analyses your business needs and generates a tailored automation solution.
Automatically maps your ideal customer profile and removes unnecessary complexity.
Receive a comprehensive report with actionable insights and implementation steps.
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My engagement model is straightforward, collaborative, and designed to deliver production-ready solutions. I work embedded with your team, shipping code that works.
We start with a focused conversation about your AI challenge, existing systems, and project goals. I assess fit, clarify scope, and identify the key technical questions we need to answer.
Government. Defence. Enterprise.
I build production AI systems that work in the real world. From government contracts requiring security clearance to startup MVPs, I deliver solutions that scale.
Forward Deployed AI Engineer
Deployed directly with a UK government customer to scope, design, and deliver a production RAG system handling 15K daily queries across 450K documents at 98% accuracy with sub-200ms response times. Designed hybrid architecture pairing vector-based RAG with Neo4j GraphRAG for relationship queries across 500K+ entities.
Founding Engineer & Forward Deployed Lead
Founded and lead a team of 4 engineers delivering AI solutions directly into enterprise client environments across regulated sectors. Deployed autonomous AI agent workflows using LangGraph serving 10K+ monthly users at 95% task completion.
AI Solutions Lead
Embedded with University of Bristol data science faculty to turn academic AI research into working commercial products. Built AI-driven analytical tools processing 500K+ records with GDPR-compliant data handling throughout.
Director of Business Operations & Platform Delivery
Led end-to-end platform deployment for a Tier 1 telecom provider, landing a five-year multi-million-pound contract and boosting revenue by 40%. Embedded with Vodafone's technical and commercial teams.
Systems Engineering Director
Led a team of 35 engineers delivering BBC iPlayer platform upgrades, working directly with BBC editorial and technology teams. Built infrastructure handling millions of concurrent streams.
Common questions about working with me on AI and agent development projects.
I hold BPSS (Baseline Personnel Security Standard) clearance and am eligible for both SC (Security Check) and DV (Developed Vetting) clearance. This means I can:
I'm immediately available for contract work. I'm London-based and operate outside IR35. My typical engagement model is:
I maintain a single client focus during engagements to ensure quality delivery.
Yes, I work both on-site and remotely depending on project requirements:
I'm based in the UK and can travel nationally as needed.
I operate through my limited company and work with various contract arrangements:
I'm flexible on commercial arrangements and can work with your procurement process.
Engagement length varies based on project scope:
I prefer defined milestones with clear outcomes rather than open-ended arrangements.
Knowledge transfer happens throughout the engagement, not just at the end:
My goal is to leave your team fully capable of maintaining and extending the work.