Case Studies

Five work samples in case-study format. Each one is concise, outcome-focused, and linked to live artifacts.

Featured Case Studies

Amir2000 Image Automation V1.0

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, metadata-quality proof, validation/QC guardrails, rollback safety, and runtime GPU/CPU visibility logging.

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Flow chart overview of the Amir2000 image automation pipeline

Social Media Picker and Online Scheduler

Desktop-first and online scheduling for reviewed photography posts, with editable caption workflows, per-post Instagram split controls, Meta-token reminders, retry handling, email summaries, and terminal-job cleanup. Supports FB Page, Instagram, Threads, Tumblr, and Mastodon; X is intentionally disabled for automated posting.

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Social Media Picker interface with scheduling and platform controls

Hosted Mailbox Spamwatch: Multi-Device IMAP Automation

Hosted IMAP mailbox automation with an explicit cross-device confirmation folder, centralized MySQL state, five-minute processing, permanent deletion of confirmed spam, protected owned domains, and quiet log-led operational evidence.

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Confirm spam Shared state Clean future mail

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.

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Portfolio Picker V2 main image for AI assisted portfolio curation workflow case study

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.

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PageSpeed desktop report screenshot for amir2000.nl
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