I’m a junior AI quality and evaluation specialist based in Cairo, focused on ensuring frontier language models are accurate, safe, and consistent before they reach production. I’ve spent 2.5 years running high-volume evaluations and serving as a quality gate for multiple LLM releases, with strong experience across Arabic and English testing. I enjoy turning business expectations into measurable acceptance criteria, writing clear labeling guidelines, and using both manual review and automated “LLM-as-judge” pipelines to detect hallucinations, bias, tone issues, and safety risks. I also bring a structured QA mindset from software testing practice, and I’ve built RAG and red-teaming evaluation projects to improve reliability under edge cases and real user scenarios.…I’m a junior AI quality and evaluation specialist based in Cairo, focused on ensuring frontier language models are accurate, safe, and consistent before they reach production. I’ve spent 2.5 years running high-volume evaluations and serving as a quality gate for multiple LLM releases, with strong experience across Arabic and English testing. I enjoy turning business expectations into measurable acceptance criteria, writing clear labeling guidelines, and using both manual review and automated “LLM-as-judge” pipelines to detect hallucinations, bias, tone issues, and safety risks. I also bring a structured QA mindset from software testing practice, and I’ve built RAG and red-teaming evaluation projects to improve reliability under edge cases and real user scenarios.WWWW…