Mar K.

Bilingual English–Arabic Content Moderation and QA Specialist with 6+ years of enterprise experience across global brands including PlayStation, Ford Motor Company, Mondelez, Savills, and Twitch. I specialize in content moderation, policy enforcement, AI-assisted content review, language QA, and cross-cultural communication. My background includes both frontline moderation and moderation management, working inside high-volume enterprise systems where consistency, accuracy, escalation handling, and framework-based decision-making were critical. At PlayStation, I helped manage moderation operations across global regions, developed Arabic and English moderation guidelines, contributed to offensive language frameworks, and worked closely with structured moderation workflows requiring careful interpretation of policy intent, edge cases, and ambiguous scenarios. In addition to moderation operations, I have extensive experience in English–Arabic language adaptation, proofreading, training, and educational content development. As a bilingual specialist born in Yemen and raised in the United States, I combine native-level fluency with deep cultural understanding across both languages. Core strengths include: ✔ Content Moderation & Trust & Safety ✔ AI Output Review & Quality Assurance ✔ Policy Interpretation & Escalation Handling ✔ English–Arabic Localization & Language QA ✔ Cross-Cultural Communication ✔ Training & Structured Review Workflows ✔ Community Guidelines & Moderation Systems I’m comfortable working with structured operational environments, spreadsheets, AI tools, enterprise moderation platforms, and multilingual content workflows.