Freelance Data Annotator
As a freelance data annotator on platforms such as OneForma and through independent contracts, I completed various generalist annotation tasks. These included search relevance rating, transcription quality assessment, text classification, and content moderation labeling. I followed detailed guidelines tailored to different cultural and linguistic contexts and flagged ambiguous cases for further review. • Achieved high inter-annotator agreement and strong throughput on queue-based annotation platforms. • Labeled diverse text datasets requiring careful attention to instruction details. • Handled edge cases and provided task-design feedback to improve annotation quality. • Maintained consistency across various task types and labeling instructions.