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Freelancer Overview

With a strong foundation in data management and applied statistics, I bring over a decade of experience ensuring data accuracy, quality, and integrity in fast-paced, multinational environments. My background includes collecting, cleaning, and analyzing organizational data to support research and planning, as well as maintaining high-quality HR records, databases, and documentation for audit and compliance purposes. I am skilled in using HRIS and data management systems, validating large datasets, and generating actionable reports to drive decision-making. My attention to detail, process improvement mindset, and experience collaborating across teams equip me to excel in data labeling, annotation, and AI training data roles, particularly in domains such as HR, compliance, and organizational analytics. I am committed to delivering precise, reliable data that supports the development of robust AI solutions.

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