Key Skills

Software

Internal/Proprietary Tooling

Top Subject Matter

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Top Data Types

Text

Top Label Types

RLHF

Fine Tuning

Evaluation Rating

Prompt Response Writing SFT

Freelancer Overview

I specialize in AI training data workflows, with hands-on experience in large language model (LLM) evaluation, supervised fine-tuning, RLHF, and quality assurance across NLP and speech domains. My work spans production-level projects for global AI companies, where I have annotated, reviewed, and evaluated model outputs for accuracy, safety, and alignment, applying detailed guidelines and structured feedback to improve system performance. I have led end-to-end data generation and QA pipelines for bilingual language-learning content, leveraging LLM APIs, automated grading, and human-in-the-loop review to deliver high-quality datasets at scale. My background in translation, localization, and post-editing further strengthens my ability to ensure data quality and linguistic precision for diverse AI applications.

Labeling Experience

Education

Work History