Fatma Yaren
Birben.

Human judgment for better machine intelligence.

I work across search quality, AI evaluation, multilingual data annotation, and AI marketing. My approach combines context, evidence, consistency, and user intent rather than relying on surface-level confidence.

Özyeğin University

International Relations — completed fully in English, with 50 percent scholarship.

• LLM response evaluation and hallucination detection
• Search Page Quality Evaluation and Side-by-Side judging
• Turkish / English multilingual relevance work
• Trendyol digital marketing strategy analysis
• Italian-language international brand research