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Cynthia Barclay

Cynthia Barclay

AI Response Evaluation and Text Annotation Specialist

USA flag
New Jersey, Usa
$14.00/hrIntermediateOtherInternal Proprietary Tooling

Key Skills

Software

Other
Internal/Proprietary Tooling

Top Subject Matter

No subject matter listed

Top Data Types

AudioAudio
DocumentDocument
TextText

Top Label Types

Evaluation Rating
Prompt Response Writing SFT
Question Answering
Text Generation
Text Summarization

Freelancer Overview

I am an AI response evaluation and text annotation specialist with hands-on experience supporting large language model (LLM) training projects. My work focuses on reviewing, rating, and comparing AI-generated responses for accuracy, reasoning quality, tone, completeness, and instruction adherence using structured rubrics and guidelines. I specialize in text-based tasks such as prompt interpretation, response evaluation, justification writing, and quality scoring. With a strong background in English and analytical writing, I consistently identify logical gaps, factual errors, and policy misalignment in generated content. I am highly detail-oriented, comfortable working in guideline-driven environments, and able to maintain accuracy and consistency across high-volume, remote task workflows.

IntermediateEnglish

Labeling Experience

AI Response Evaluation and Text Annotation

Internal Proprietary ToolingTextQuestion AnsweringText Generation
Reviewed and evaluated AI-generated text responses for accuracy, reasoning quality, tone, completeness, and instruction adherence using structured rubrics and project guidelines. Compared multiple model outputs, selected preferred responses, and produced concise written justifications explaining evaluation decisions. Interpreted complex prompts and constraints to identify logical gaps, factual inaccuracies, and policy misalignment. Maintained consistent quality standards while completing high-volume text annotation and evaluation tasks in a remote, guideline-driven environment.

Reviewed and evaluated AI-generated text responses for accuracy, reasoning quality, tone, completeness, and instruction adherence using structured rubrics and project guidelines. Compared multiple model outputs, selected preferred responses, and produced concise written justifications explaining evaluation decisions. Interpreted complex prompts and constraints to identify logical gaps, factual inaccuracies, and policy misalignment. Maintained consistent quality standards while completing high-volume text annotation and evaluation tasks in a remote, guideline-driven environment.

2024

Education

H

Hudson County Community College

Associate Degree, English and Communication Studies

Associate Degree
2019 - 2021

Work History

F

Freelance

Writer and Editor

N/A
2021 - Present
F

Freelance

Customer Support Representative

N/A
2021 - 2023