Freelance Data Analyst & AI Data Operations Contributor (Remote Platforms: Outlier, Remotasks, Data Labeling Projects)
Performed structured data review and validation to ensure labeled outputs met formatting and specification requirements. Labeled and categorized text datasets (including research-derived structured knowledge) while maintaining zero deviation from annotation guidelines. Completed quality assurance checks on batches, resolving discrepancies before final submission. • Reviewed for inconsistencies, duplicates, and formatting errors • Followed detailed annotation guidelines for categorization and labeling • Conducted targeted web research to source and verify dataset content • Managed repetitive annotation workflows while meeting daily throughput targets