I’m an AI operations and research professional with experience in structured online research, bilingual (Arabic/English) transcription, and training AI systems through data annotation and quality assurance. I focus on accuracy, guideline compliance, and clear, consistent outputs that support real AI and data-driven projects.
I’ve worked across research analysis, transcription, and AI training/labeling workflows—annotating and labeling datasets, evaluating AI responses for relevance and correctness, and refining prompts and model outputs to improve quality. As a native Egyptian Arabic speaker with fluent English, I deliver dependable results while maintaining strong analytical judgment and attention to detail.
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