Key Skills

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Prompt Response Writing SFT

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Red Teaming

Freelancer Overview

With over 15 years of experience in finance, audit, and compliance, I bring a strong foundation in analytical evaluation, quality control, and structured feedback—skills that translate directly to data labeling, annotation, and AI training data roles. My expertise lies in identifying inconsistencies, testing processes, and delivering precise, actionable feedback in English, Russian, and Kazakh. I have managed complex projects across multiple jurisdictions, collaborated with cross-functional teams, and led quality assurance efforts, ensuring accuracy and compliance in every detail. I am passionate about supporting ethical, human-guided AI development and excel in tasks that require critical thinking, structured analysis, and clear communication, especially in areas like natural language processing and model evaluation.

Labeling Experience

Education

Work History