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K
Kristin Carr

Kristin Carr

AI Training Specialist / Domain Expert (Mercor Contractor)

USA flagColumbus, Usa
$25.00/hrIntermediateMercor

Key Skills

Software

MercorMercor

Top Subject Matter

Educational content
K-3 curriculum
AI-generated lesson materials

Top Data Types

TextText

Top Task Types

RLHFRLHF

Freelancer Overview

AI Training Specialist / Domain Expert (Mercor Contractor). Brings 11+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Mercor. Education includes Bachelor of Science, University of Cincinnati (2016) and Master of Education, The Ohio State University (2026). AI-training focus includes data types such as Text and labeling workflows including Evaluation and Rating.

IntermediateEnglish

Labeling Experience

Mercor

AI Training Specialist / Domain Expert (Mercor Contractor)

MercorText
As a Domain Expert contractor with Mercor, I evaluated and ranked over 200 pairs of AI-generated text responses using client-supplied rubrics. My work supported RLHF fine-tuning pipelines by providing preference judgments and written rationales. Attention was paid to identifying hallucinations, age-inappropriate content, and curriculum misalignment in educational materials.• Reviewed and ranked AI response pairs for accuracy and alignment with rubric criteria. • Supported reinforcement learning with human feedback (RLHF) by providing structured preference data. • Maintained a 95% acceptance rate across all contracts with no revision requests. • Flagged potential issues in AI output such as hallucinations and inappropriate lesson content.

As a Domain Expert contractor with Mercor, I evaluated and ranked over 200 pairs of AI-generated text responses using client-supplied rubrics. My work supported RLHF fine-tuning pipelines by providing preference judgments and written rationales. Attention was paid to identifying hallucinations, age-inappropriate content, and curriculum misalignment in educational materials.• Reviewed and ranked AI response pairs for accuracy and alignment with rubric criteria. • Supported reinforcement learning with human feedback (RLHF) by providing structured preference data. • Maintained a 95% acceptance rate across all contracts with no revision requests. • Flagged potential issues in AI output such as hallucinations and inappropriate lesson content.

2026 - Present

Education

U

University of Cincinnati

Bachelor of Science, Early Childhood Education

Bachelor of Science
2016 - 2016
T

The Ohio State University

Master of Education, Education

Master of Education
2026

Work History

G

Groveport Madison School District

K-3 Classroom Teacher

Columbus
2016 - Present