engagements
What was delivered, and who took it over.
Real clients, sectors, roles and periods. Outcome figures are published only once measured and sourced — an engagement with no publishable figure shows its technical stack instead.
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2026AI agent strategy for the transport divisionUser support on generative AI, agents built on Copilot, tracking of vendor roadmaps.2025Build and run of operational dashboardsELT transformations and changes on AWS; keeping the dashboards operational.2025HR use case on Microsoft FabricImplementation of the use case, training the in-house teams on the chosen architecture.2024Generative AI integration and securityAdvising the generative AI teams, writing the architecture decision records.2024Three Azure projects across the industrial businessSand detection in pipelines, refinery cost accounting, on-site risk assessment tool.2023Data operations and technical debt reductionKeeping the AWS pipeline running, paying down technical debt on the existing chain.2022Industrialising the supply-chain forecasting algorithmsMoving forecasting algorithms into production: machine learning services and distributed analytics, with the monitoring and on-call that go with them.2022Cashback back office with real-time receipt readingA cloud back-office application for cashback, built on a real-time optical recognition algorithm for till receipts.