As a freelance AI Evaluator & Data Annotator, I compare AI-generated responses using project-specific rubrics and assess accuracy, relevance, completeness, and instruction following.
I identify factual errors, inconsistencies, omissions, and unsupported claims, and I review appeals by reassessing disputed outputs against the applicable guidelines. I also annotate and review text and audio data for AI/LLM training workflows.
At Mansoura University Hospitals, I work as a Medical Intern, producing structured medical documentation and summaries with accurate clinical terminology. I bring medical knowledge to the evaluation of healthcare content and have experience in emergency clinical environments.

