AI-focused professional with over 15 years of experience in analysis, operations, and structured work environments. I have worked extensively with AI-generated content, data validation, and automation workflows in both English and Arabic contexts. My background includes evaluating AI outputs for accuracy, clarity, guideline compliance, and bias, as well as comparing results across multiple AI models and platforms.
I previously worked with the United Nations on large-scale digital evidence analysis and OSINT-based research, handling high volumes of structured and unstructured data under strict quality standards. I bring strong attention to detail, clear documentation practices, and consistent delivery. I am a native Arabic speaker with strong Modern Standard Arabic grammar and fluent professional English, and I focus on producing reliable, review-ready outputs for remote teams.