Key Skills

Freelancer Overview

I bring over 14 years of experience in operational auditing, compliance, and data management, with a strong focus on accuracy, process improvement, and regulatory adherence. My background includes designing and implementing audit and compliance frameworks, conducting detailed reviews of HR, financial, and operational data, and optimizing workflows for data integrity and efficiency. I am skilled in using tools such as Microsoft Excel, HRIS, SharePoint, and enterprise information management systems to manage, verify, and maintain large datasets. My experience leading cross-functional teams, standardizing procedures, and ensuring privacy compliance has equipped me with a meticulous eye for detail—essential for high-quality data labeling and annotation. I am passionate about harnessing structured processes to support reliable AI training data, and I thrive in roles that require careful data review, documentation, and continuous improvement.

Labeling Experience

Education

Work History