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Freelancer Overview

With a decade of experience in health, safety, and environment management, I have developed strong skills in data collection, audit, compliance, and process improvement—key foundations for high-quality data labeling and AI training data roles. My background includes independently determining, collecting, and managing large datasets for program governance, incident investigations, and compliance audits in fast-paced, high-stakes environments at leading organizations like Google, Amazon, and Nestlé. I am highly detail-oriented, experienced in root cause analysis, and adept at using MS Office and industry-standard tools for data analysis and reporting. My experience in policy development, risk assessment, and stakeholder engagement ensures I approach data annotation with accuracy, consistency, and a deep understanding of regulatory and quality standards. I am passionate about leveraging structured data and continuous improvement to support AI and machine learning initiatives in diverse domains.

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