AI Consulting
Independent AI consulting for founders, CTOs, and leadership teams navigating AI implementation. From strategy through to production deployment.
Services
What I can help with.
Fractional AI CTO
Senior AI leadership without the full-time hire. I embed with your team to own the technical direction, make build-vs-buy calls, and ensure your AI investments compound rather than accumulate debt.
AI Agent Development
Designing and building production-grade AI agents — autonomous systems that reason, act, and recover from failure. From architecture through to deployment and monitoring.
Enterprise AI Adoption
Helping organisations move beyond pilot programmes and deploy AI at scale. I work across the full stack: strategy, architecture, change management, and governance.
RAG Consulting
Retrieval-augmented generation done correctly. Whether you are evaluating whether RAG is the right approach, or need help with chunking strategies, embedding pipelines, and production retrieval quality.
LLM Observability
Production AI systems that you cannot observe are systems you cannot trust. I help teams build the instrumentation, evaluation loops, and debugging infrastructure that serious AI deployment demands.
Approach
Clarity before code.
Most organisations don't have an AI problem — they have a clarity problem. The models are capable. The uncertainty is around what to build, how to evaluate it, and how to trust it in production.
I've spent 15 years at the intersection of AI research and engineering execution. I hold a PhD in AI/ML, an MD, and an MBA, and have advised or built AI systems across healthcare, enterprise software, and deep tech.
Working with a single senior consultant rather than a team means faster decisions, less overhead, and someone who is accountable to the outcome — not to billable hours.
The questions I hear most often: how much does AI implementation actually cost, should we build a RAG system or use fine-tuning, which model is right for our use case. These are the right questions. Let's answer them properly.
Work together
Let's build something worth building.
Whether you are navigating a critical AI decision, evaluating build vs buy, or need a senior technical perspective before committing to a direction — I would welcome the conversation.