Stacey C.

Key Skills

Software

Data Annotation Tech

Top Subject Matter

LLM output evaluation and AI content quality assurance

Legal Services & Contract Review

Regulatory Compliance & Risk Analysis

Top Data Types

Text

Document

Top Task Types

No task types listed

Freelancer Overview

AI Data Evaluator at DataAnnotation.tech. Brings 15+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Data Annotation Tech. Education includes High School Diploma, N/A. AI-training focus includes data types such as Text and labeling workflows including Evaluation and Rating.

Labeling Experience

AI Data Evaluator at DataAnnotation.tech

Data Annotation TechText

Conduct logical evaluation of LLM-generated text outputs to ensure factual correctness, accuracy, and adherence to detailed instructional guidelines. Perform adversarial testing and quality assurance to detect issues such as hallucinations and potential bias in model responses. Apply critical thinking to assess multi-step prompt handling and confirm the model provides helpful and safe responses. • Review and rate LLM outputs for accuracy and guideline compliance. • Run adversarial/QA checks to surface hallucinations and bias. • Validate that responses follow nuanced instructions and safety expectations. • Evaluate complex prompt-response behavior in a structured workflow.

2026 - Present

Education

Work History