Key Skills

Software

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Top Subject Matter

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Top Data Types

Text

Top Label Types

Translation Localization

Freelancer Overview

I am an experienced AI annotation and language evaluation specialist with a strong background in guideline-driven data labeling and training data projects, particularly in Indonesian–English localization. My work includes hands-on involvement in large-scale AI evaluation workflows, such as Project Cherry Opal for preference ranking of AI-generated responses and Project Lighthouse for multi-workflow evaluation. I excel at maintaining consistency, precision, and audit-ready decisions in high-volume, repetitive annotation tasks. I am comfortable working with evolving guidelines and dynamic project requirements, always prioritizing clarity, repeatability, and disciplined judgment to ensure the highest quality of labeled data. My expertise spans preference ranking, comparative judgment, and language quality evaluation, making me a reliable contributor to any AI training data initiative.

Labeling Experience

Education

Work History