AI architecture built to hold up in enterprise production.

Over roughly twenty years inside a global enterprise services group, I moved from operations through program management to solution architecture — building a track record that combines hands-on technical delivery with enterprise-scale design. The last eight years have centred on intelligent automation: I have architected more than 50 AI-augmented solutions that collectively process over 400,000 transactions a month and recover roughly 15,000 labour hours per month across the business.

Since 2023, my focus has shifted decisively toward generative AI. I have designed RAG-based chatbots for an international enterprise group, US federal agencies and private clients, built image classification pipelines, and defined LLM integration patterns for hyper-automation workflows. Most recently, I architected a contract review solution for a global law firm that uses large language models to compare client agreements against a standard Master Agreement, surfacing deviations, clause-level risk flags, and negotiation recommendations at a fraction of the time previously required by legal reviewers.

I work comfortably in the space between business stakeholders and engineering teams — translating process requirements into concrete architecture decisions, and keeping a close eye on what is genuinely feasible versus what makes for a compelling slide deck.