Freelance Data Labeling Practice (Self-Initiated Projects)
OtherTextClassification
I annotated datasets for machine learning tasks involving text classification and structured data tagging. My work focused on ensuring high accuracy and consistency across labeled datasets while correcting inconsistencies to improve quality. I followed annotation guidelines and adapted quickly to new labeling rules.
• Practiced categorization and segmentation techniques
• Reviewed and corrected labeling inconsistencies
• Ensured adherence to project annotation standards
• Contributed to the overall data quality improvement process
I annotated datasets for machine learning tasks involving text classification and structured data tagging. My work focused on ensuring high accuracy and consistency across labeled datasets while correcting inconsistencies to improve quality. I followed annotation guidelines and adapted quickly to new labeling rules. • Practiced categorization and segmentation techniques • Reviewed and corrected labeling inconsistencies • Ensured adherence to project annotation standards • Contributed to the overall data quality improvement process
2025 - Present