At Outlier, I evaluate AI-generated responses against project guidelines, comparing accuracy, relevance, clarity, and instruction-following. I identify factual, language, and reasoning issues and apply detailed rubrics to rate responses.
In freelance work, I review Arabic and English text, complete data tasks, and translate English product descriptions into Arabic. At Auto Emporio – Burhani Car Accessories, I updated Shopify listings and prepared product content for publication.

