Key Skills

Software

Mercor

Internal/Proprietary Tooling

Top Subject Matter

No subject matter listed

Top Data Types

Document

Top Task Types

Evaluation/Rating

Prompt + Response Writing (SFT)

RLHF

Freelancer Overview

I am a licensed attorney with over 20 years of legal experience and a strong focus on AI training data, prompt engineering, and model evaluation. My work on platforms like Outlier and Mercor includes designing and evaluating high-quality legal prompts, developing structured rubrics, and contributing to projects that require complex legal reasoning and document analysis. I have deep subject matter expertise in U.S. law, and have supported RLHF workflows by providing detailed feedback on LLM outputs to ensure alignment and accuracy. My background combines analytical rigor, advanced writing skills, and hands-on experience with AI data annotation and evaluation, making me well-suited for projects that demand gold-standard reasoning and structured data labeling in the legal domain.

Labeling Experience

Education

Work History