Case Studies
Three work samples in case-study format. Each one is concise, outcome-focused, and linked to live artifacts.
Featured Case Studies
Media workflow automation
Local-first pipeline that turns photo batches into deterministic filenames, review-ready metadata, and publish-ready outputs. Includes classifier-assisted subject/metadata hints, review-editor regenerate controls, validation/QC guardrails, rollback safety, and runtime GPU/CPU visibility logging.
AI assisted portfolio curation workflow
Follow-up workflow to image automation: use stored AI quality signals to rank strong candidates, then complete final artistic selection manually. Includes picker + admin + print/PDF export path.
SEO and performance engineering
Technical SEO and performance hardening for amir2000.nl including crawl structure cleanup, metadata standardization, responsive image delivery, and touch-target accessibility fixes, with verifiable PageSpeed results: mobile 96/100/100/100 and desktop 100/100/100/100.
