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Freelancer Overview

I bring a strong background in IT security operations and cloud compliance, with hands-on experience in risk assessment, data flow mapping, and system classification—key skills for ensuring the integrity and quality of AI training data. My work has involved collaborating with cross-functional teams to identify data security gaps, draft technical documentation, and implement robust controls in cloud environments such as AWS and Azure. I am proficient in tools like Terraform, Python, and GitHub Actions, and have contributed to projects that required detailed data mapping, compliance reporting, and the enforcement of data governance standards. My academic and professional journey has given me a solid foundation in handling sensitive data, supporting secure data pipelines, and ensuring compliance with frameworks like NIST, CIS, and PCI-DSS, all of which are critical for high-quality data annotation and labeling for AI applications.

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