Selected case studies
These three areas best represent how I work across product development, publishing systems, recovery, and controlled change. Detailed case studies will be added as the supporting material is prepared.
Musiki.co
I use AI-assisted development to evolve an independent music publication across a self-hosted web platform, product design, and human-approved editorial automation.
- AI-assisted work
- Discovery, implementation, workflow design, testing, release preparation, and operational follow-through.
- Human controls
- Editorial approval, publishing decisions, release gates, and final production checks remain human-led.
- Verified outcome
- Live self-hosted publication, controlled releases, and a working human-approved editorial workflow.
Simple Fasting App
I use AI-assisted development across implementation, testing, and release work for a privacy-first SwiftUI fasting tracker with no accounts, advertising, or personal data collection.
- AI-assisted work
- Implementation, debugging, test preparation, release documentation, and issue investigation.
- Human controls
- Product decisions, real-device verification, compliance review, and App Store submission remain human-led.
- Verified outcome
- Live App Store product, real-device QA, widgets, Live Activities, and a controlled release record.
Recovery & Modernization
I used AI-assisted development while recovering and modernizing two long-running WordPress sites, with clear ownership, staged change, and rollback readiness.
- AI-assisted work
- System investigation, implementation planning, compatibility work, verification, and release preparation.
- Human controls
- Scope decisions, credentialed operations, production approval, rollback readiness, and live checks remain human-led.
- Verified outcome
- Two live WordPress sites, staged migrations, rollback packages, Cloudflare transition, and production verification.
Other work
These entries provide a wider view of active, archived, and developing work without presenting them as finished case studies.
AkademiPia
I am documenting and reassessing an earlier digital learning initiative before deciding what its next chapter should be.
Historical product, brand, content, and platform materials under review.
Scrum Assessments
I am developing an iOS learning product for structured Scrum practice, assessment, and evidence-aware question curation.
Working SwiftUI application and curated local assessment datasets.
Emrah OS
I maintain a working system that connects projects, weekly commitments, decisions, evidence, and follow-through.
Active project registry, work boards, evidence logs and cross-project operating rules.