Bank Transaction Categorization Dataset Annotator and Quality Controller
TextClassification
I annotated and quality-controlled bank transaction categorization datasets for use in financial text classification models. I established labelling guidelines and set inter-annotator agreement benchmarks to ensure consistent high-quality labeled data. My work directly impacted downstream machine learning models deployed to production environments.
• Labeled text/tabular bank transaction data for supervised classification models.
• Led dataset quality control initiatives ensuring accuracy and consistency.
• Authored labeling guidelines implemented across the annotation team.
• Automated feedback loops for continual data labeling improvement.
I annotated and quality-controlled bank transaction categorization datasets for use in financial text classification models. I established labelling guidelines and set inter-annotator agreement benchmarks to ensure consistent high-quality labeled data. My work directly impacted downstream machine learning models deployed to production environments. • Labeled text/tabular bank transaction data for supervised classification models. • Led dataset quality control initiatives ensuring accuracy and consistency. • Authored labeling guidelines implemented across the annotation team. • Automated feedback loops for continual data labeling improvement.
2023 - 2024