Key Skills

Software

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Top Subject Matter

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Top Data Types

Document

Image

Video

Top Task Types

Audio Recording

Data Collection

Text Generation

Translation Localization

Freelancer Overview

With a strong background in Quality Assurance and Mandarin linguistics, I bring precision and analytical expertise to AI data labeling and transcription projects. As an Outstanding QA and multiple-time Top Mandarin QA awardee, I’ve developed sharp attention to linguistic accuracy, error detection, and data consistency — essential for high-quality AI training datasets. My experience includes auditing Mandarin-language content, analyzing patterns, and refining data processes to align with quality frameworks. Combined with my psychology and Mandarin teaching background, I offer exceptional language sensitivity, contextual understanding, and an ability to train or verify nuanced linguistic data for natural language processing (NLP) and speech recognition models.

Labeling Experience

Education

Work History