Rebecca Farr

Key Skills

Software

Data Annotation Tech

Top Subject Matter

No subject matter listed

Top Data Types

Audio

Document

Image

Text

Top Task Types

Classification

Emotion Recognition

Evaluation Rating

Prompt Response Writing SFT

Question Answering

Text Generation

Freelancer Overview

I am a detail-oriented data annotator with a strong foundation in AI training data, drawing on my background in graphic design and a growing focus on AI ethics and human-in-the-loop machine learning. My experience includes evaluating AI-generated responses for accuracy, tone, and coherence, as well as developing and refining criteria to ensure fair and consistent model assessments. I am skilled at identifying patterns and inconsistencies, and I bring analytical judgment and empathy to every project. With proficiency in tools like Microsoft Excel and Adobe Creative Suite, and hands-on experience in e-commerce and marketing environments, I am committed to delivering high-quality, contextually accurate data for AI systems.

Labeling Experience

DataAnnotation.Tech

Data Annotation TechTextEvaluation Rating

Evaluated AI-generated content for accuracy, coherence, tone, and adherence to project guidelines. Labeled and categorized data to improve machine learning model performance. Applied structured annotation protocols while ensuring ethical and unbiased treatment of content. Identified patterns, inconsistencies, and opportunities for model improvement.

Evaluated AI-generated content for accuracy, coherence, tone, and adherence to project guidelines. Labeled and categorized data to improve machine learning model performance. Applied structured annotation protocols while ensuring ethical and unbiased treatment of content. Identified patterns, inconsistencies, and opportunities for model improvement.

2025 - 2025

Education

Work History