Author Profile
Şükrü Yusuf KAYA
AI Expert & Consultant
Areas of Expertise
Education & Certifications
- Stanford University
- Harvard University
- Yıldız Teknik Üniversitesi
- Beykent Üniversitesi
- Anadolu Üniversitesi
Latest Articles
View AllField Note: What I Have Seen in Projects Without Executive Support
What happens to enterprise AI projects without sponsor support? A field note on budget erosion, slowing decisions, resistance, and how to keep a project alive.
Does Microlearning Work in Enterprise AI Training?
Does microlearning work in enterprise AI training? The retention advantage of short modules, its limit on complex topics, and a practical decision guide for choosing the right format.
Model Serving: Serving-Layer Options and Selection Criteria
What is model serving? A guide to the serving layer: from managed APIs to self-hosted inference servers like vLLM, TGI and Ollama; batching, streaming, concurrency, throughput and latency trade-offs.
Building an AI Roadmap: A 12-Month Phased Plan
How to build an AI roadmap? A 12-month phased plan: foundation, first use case, expansion and scale phases, gate criteria for each phase, and realistic milestones.
The AI Ecosystem in Türkiye: Actors and Gaps
How is Türkiye's AI ecosystem? A guide to the actors — startups, enterprises, academia-industry, public sector, investors — their strengths, gaps, and the talent pool.
Operationalizing AI Ethics Principles: From Values to Controls
AI ethics is not a poster of principles; this guide turns each principle into a control point, a testable criterion, an assigned owner, and an auditable trail across the delivery lifecycle.
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