Lauren H.

Key Skills

Software

Data Annotation Tech

Top Subject Matter

Large language model (LLM) response evaluation and prompt + response quality

Writing

Marketing

Top Data Types

Text

Image

Top Task Types

Evaluation/Rating

Freelancer Overview

Freelance AI Trainer, DataAnnotation (Structured data annotation and LLM evaluation). Brings 17+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include writing, content creation, editing, and marketing. Education includes Master of Business Administration, University of Texas at Dallas and Bachelor of Arts, University of Central Florida. AI-training focus includes data types such as factuality checking and evaluation and instruction following evaluation.

Labeling Experience

Freelance AI Trainer, DataAnnotation (Structured data annotation and LLM evaluation)

OtherText

Performed structured data annotation and quality evaluation to support large language model development. Analyzed and rated AI-generated responses for relevance and accuracy while refining associated prompts. Labeled text to improve downstream model behavior and response quality. • Evaluated response quality using relevance and accuracy criteria • Crafted and refined prompts to guide model behavior • Produced text labels reflecting desired output characteristics • Applied quality/rating standards to annotation outcomes

2026 - Present

Education

Work History