Key Skills

Software

Other

Top Subject Matter

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Top Data Types

Document

Text

Top Label Types

Classification

Entity Ner Classification

Evaluation Rating

Prompt Response Writing SFT

Question Answering

RLHF

Text Generation

Text Summarization

Freelancer Overview

I am a detail-oriented professional specializing in data annotation, labeling, and AI training data workflows. My experience spans instruction following, quality assurance, and structured evaluation, with a strong emphasis on consistency, error detection, and guideline adherence. I have hands-on experience in model and prompt evaluation, output comparison, RLHF, and dataset quality control, and I am actively expanding my knowledge in AI systems and human-in-the-loop processes. My background in roles requiring meticulous pattern recognition and output validation—such as technical photography and inventory management—has equipped me with a keen eye for accuracy, bias detection, and edge case identification. I am passionate about contributing to high-quality AI datasets and ensuring reliable model performance through rigorous annotation and evaluation practices.

Labeling Experience

Education

Work History