As a Freelance AI Evaluator & Prompt Writer, I design, test, and optimize prompts for legal, general knowledge, and conversational LLM evaluations.
I evaluate AI responses for accuracy, fluency, safety, policy compliance, and logical consistency. I score single-turn and multi-turn conversations using client rubrics, and document hallucinations, biases, and policy violations with reasoning for corrections.
As a Legal Researcher / Associate in Egypt, I conduct research on regulatory compliance, contracts, and legal documentation, and review and prepare legal briefs. I hold a Bachelor of Laws (LL.B.) from Tanta University and am a member of the Egyptian Lawyers Syndicate.

