WORK PATTERNS

Selected Work

Selected projects and work patterns across reliable AI systems, backend architecture, process redesign, and structured data.

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Some entries are anonymised where client confidentiality requires it. Others may reference public work directly. Each entry focuses on the system, process, and architectural patterns behind the work.

Anonymised

Reducing manual work in bike leasing

An anonymised case study about turning varied dealer quotations into checked draft orders for a Belgian bike-leasing company.

Google Document AIStructured quotation dataPricing and item checksEmployee exception reviewDraft order integrationProduction iteration

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Structured content and AI-ready architecture

An anonymised work pattern about content as infrastructure, with structured models, metadata, search, APIs, permissions, reuse, and source-of-truth thinking.

Structured contentCMS architectureAI-ready dataDrupal architectureSearch and facetsAPI exposure

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API and integration landscapes

An anonymised work pattern about systems that depend on APIs, webhooks, queues, authentication, external services, and clear support paths.

APIsWebhooksQueuesAuthentication flowsOperational debuggingService boundaries

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Operational workflow platforms

An anonymised work pattern about operational platforms where requests, approvals, support work, transactions, exports, and reporting all depend on the same underlying flow.

Backend platformsWorkflow logicOperational systemsAdmin interfacesQueue-based processingExports and reporting

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