Proven in production

Not theory — systems we designed, built, and ran in production for an FTSE-100 healthcare company. This is the bench the judgment is drawn from: the trade-offs, the failure modes, and the calls that only show up when something can’t afford to fail.

Agentic AI / Healthcare

Analytics Assistant (NL-to-SQL)

How we built an intelligent NL-to-SQL assistant for an FTSE-100 healthcare company, turning natural-language questions into real-time data insights.

Led end-to-end: concept, architecture, cloud deployment, and integration.

AWS Bedrock | ECS | ECR | CodeBuild | Python

Legal / Automation

Legal Document Review Agent

How we provided the deployment, integration, and security architecture — and the technical direction — that took a legal document-review system into production for an FTSE-100 healthcare company.

Deployment & integration architect; technical direction of the build.

AWS Bedrock | OpenSearch | Cognito | Lambda | ECR | React | FastAPI

Enterprise / Cloud

Enterprise Data Platform

How we led the cloud security, infrastructure, and integration architecture for the consolidation of 5+ siloed warehouses into one governed, AI-ready Enterprise Data Platform for an FTSE-100 healthcare company.

Cloud infrastructure, integration & security architect.

AWS | Terraform | IAM | KMS | Snowflake | RBAC + ABAC | Policy-as-Code

Knowledge / GenAI

Knowledge Engine

How we productionized and generalised an R&D prototype into a reusable product-knowledge engine — first answering sales reps' product questions, then reused for ESG tender responses and product-deck generation — for an FTSE-100 healthcare company.

Productionization architect: the reusable core, NFRs & security.

Azure OpenAI | React | FastAPI | Azure Document Intelligence | SharePoint | Blob Storage

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