Thomas
Wainwright.

Applied AI & Product
About

Head of AI Labs, Arundel Advisers · Ex KPMG Technology Consultant

I turn foundational models into shipped enterprise software. With a decade of experience implementing large-scale corporate systems, I combine hands-on AI engineering with a deep understanding of enterprise IT—bridging the gap between raw AI capabilities and the reality of enterprise deployment.

Expertise

Applied AI Engineering

Moving beyond proofs-of-concept. Deploying LLMs, RAG pipelines, and generative models safely into enterprise production environments.

Data Infrastructure

Models are only as good as their context. Designing the vector stores, retrieval systems, and foundational data pipelines required for grounded AI.

Enterprise Translation

Bridging the gap between frontier lab capabilities and corporate reality. Solving the structural friction of deploying AI across finance, retail, and defence.

Product Delivery

Leading cross-functional engineering teams to turn abstract AI research into working, scalable software. No slideware, just shipped code.

Tools
Claude CodeCursorGitHubVercel AI SDKNext.jsSupabaseStripeOpenAIGeminiOpenRouter