Key Skills

Freelancer Overview

With over 11 years of experience in research, data management, and IT administration, I have developed strong skills in data analysis, database management, and presenting complex information in clear, actionable formats. My background in applied sociology and psychology has given me a keen eye for detail and a deep understanding of data quality and consistency, which is critical for data labeling and AI training data roles. I am experienced in consolidating large datasets, updating and maintaining databases, and transforming raw data into structured insights using tables and charts. My work has required precise attention to numeric details and effective communication with both technical and non-technical stakeholders. I am comfortable working in multilingual environments (Cantonese, Mandarin, English) and am adept at ensuring data integrity for research and business decision-making.

Labeling Experience

Education

Work History