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Translation Localization

Freelancer Overview

I bring indirect but valuable experience in AI training data through my work as a bilingual text translator (Chinese / English). For over a year, I provided high-quality translations that were later used as input for training large language models. This role strengthened my ability to evaluate and refine multilingual outputs, laying a strong foundation for tasks such as LLM evaluation and quality assurance in trans-language AI systems. In addition, I worked as a Technical Program Manager at Google for over two years, where I managed projects closely tied to AI training and data quality. While not directly labeling data, I collaborated with cross-functional teams to ensure smooth data collection pipelines and upheld high standards for accuracy, precision, recall, and F1 scores. This combination of technical project management and practical translation experience gives me a unique perspective on both the creation and evaluation of training data.

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