Licensed Pharmacist and Medical AI Evaluator with 10+ years of pharmaceutical and clinical experience, combined with hands-on work in language review, transcription, annotation, and AI content evaluation. Experienced in reviewing AI-generated medical and language content for scientific accuracy, clinical safety, clarity, consistency, and evidence alignment. Skilled in identifying hallucinated claims, unsupported recommendations, linguistic inconsistencies, and source-alignment issues across healthcare and language-related outputs. Strong background in cardiovascular therapeutics, anti-infectives, and evidence-based medicine, with practical experience in Arabic language review and transcription, particularly in Modern Standard Arabic and Egyptian Arabic, as well as quality-focused evaluation workflows across multilingual content.