At Apple, I analyse data to improve Siri’s Arabic language responses, reviewing content for linguistic accuracy, cultural correctness, and quality compliance. I also evaluate large language models against defined benchmarks and manage concurrent annotation projects with detailed documentation and version tracking.
I bring experience in multilingual Google Cloud support, translation, quality assurance, regulated credit processing, and training new analysts. I’ve delivered onboarding for classes of up to 54 analysts and work comfortably across Arabic, French, and English.

