Data Annotation & Transcription Tasks (Freelance/Practice-Based)
Performed data annotation and transcription on conversational and structured machine-generated outputs, including reviewing and refining text and audio. Conducted pairwise comparison evaluations to judge output quality and relevance against guidelines. Identified inconsistencies, bias, and inaccuracies to support higher-quality labeled datasets. • Reviewed machine-generated text for correctness and consistency • Annotated and labeled outputs across conversational datasets • Evaluated outputs via pairwise comparison tasks • Flagged errors, bias, and inaccuracies during quality checks