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Data Collection

Diagnosis

Emotion Recognition

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Freelancer Overview

With over 14 years of experience in retail operations, merchandising, and data-driven decision-making, I have developed a strong foundation in analyzing and reviewing large sets of data and content for accuracy, relevance, and consistency. My roles have consistently required me to evaluate and refine retail outputs, translate complex sales and inventory data into actionable insights, and provide structured feedback to improve performance. I am highly skilled in data review, quality assurance, and process optimization, with a keen eye for detail and adherence to guidelines. My recent work as a sustainability consultant further strengthened my ability to design research frameworks, collect and synthesize both qualitative and quantitative data, and ensure the clarity and accuracy of written outputs. I am eager to leverage my analytical skills and experience in data annotation and labeling to contribute to high-quality AI training data projects.

Labeling Experience

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Work History