In my freelance, project-based AI Data Annotation & Evaluation work, I evaluate AI-generated responses against project guidelines and quality standards. I provide structured judgments on relevance, accuracy, and instruction following.
I classify and label data for AI training and machine-learning applications, and review text for quality and policy compliance. I identify errors, inconsistencies, and inappropriate or irrelevant content.
I work with Arabic, including Egyptian Arabic, and English across annotation and content-rating projects. I also compare AI-generated outputs and perform quality checks to keep annotations consistent and reliable.

