Wai Ngar L.

Key Skills

Freelancer Overview

I have extensive experience working with large volumes of financial and transactional data, where accuracy, consistency, and attention to detail are critical. Throughout my accounting and bookkeeping career, I have processed invoices, maintained financial records, performed reconciliations, prepared tax returns, and ensured compliance with regulatory requirements. These responsibilities required careful data verification, error identification, data categorization, and maintaining high-quality standards when handling sensitive information. While I have not worked directly in AI training data or data labeling roles, I possess many transferable skills relevant to this field, including strong analytical abilities, experience reviewing and validating data for accuracy, proficiency with spreadsheets and database systems, and the ability to follow detailed guidelines consistently. My background in finance has developed a disciplined approach to quality control and data management, enabling me to work reliably on tasks that require precision and attention to detail.