Clients stay confidential. Results don't.

SituationReporting depended on more than 100 disconnected sources. Teams spent days assembling figures by hand, numbers differed between functions, and platform running costs kept rising.

What I didLed the architecture and delivery of a governed Azure lakehouse and warehouse: automated pipelines, a data quality framework, and catalogued ownership for each domain, so the business could run and extend it without us.

SituationSecurity leadership had no single source of truth for assets and control coverage. Each tool reported its own version, so posture reporting was slow and inconsistent.

What I didDesigned and led delivery of a cybersecurity asset intelligence platform that consolidates the security estate into one governed model, with control-posture reporting and drill-down for leadership. Built modularly so new sources plug in without rework.

SituationA cloud migration had stalled. Hidden dependencies made it unsafe to retire servers based on utilisation alone, and nobody could say with confidence what would break.

What I didArchitected an engine that maps the full service hierarchy from CMDB and performance data, then verifies each decommissioning candidate against it before anything is switched off. It also improved the CMDB data it relied on.

SituationWriting investment cases took weeks and drafts often missed the funding criteria, which delayed decisions on work that mattered.

What I didBuilt a retrieval-augmented generation (RAG) tool on Azure OpenAI that drafts business cases against the organisation's own strategy and funding criteria. People still own the final case. The tool removes the blank page.