Ykwok N.

Key Skills

Freelancer Overview

With over 20 years of experience in accounting, auditing, and financial data management across NGOs, Hong Kong-listed companies, manufacturing, and auditing firms, I have developed strong expertise in handling large volumes of complex data with high accuracy. In my roles, I regularly reviewed, categorized, verified, and annotated extensive financial datasets to ensure compliance, detect anomalies, and uphold data integrity. These tasks required meticulous attention to detail, pattern recognition, and consistent application of guidelines — skills directly transferable to data labeling and AI training. What sets me apart is my proven ability to maintain quality under pressure across diverse industries and regulatory environments. I am analytical, organized, and adaptable, and I am eager to apply my finance and manufacturing domain knowledge to deliver high-quality AI training data.