Freelancer

Key Skills

Software

Don't disclose

Top Subject Matter

Medicine Domain Expertise

Legal Services & Contract Review

Regulatory Compliance & Risk Analysis

Top Data Types

Text

Document

Top Task Types

No task types listed

Freelancer Overview

AI Trainer (Independent Contractor) — AI data labeling and prompt/response evaluation work. Brings 21+ years of professional experience across legal operations, contract review, compliance, and structured analysis. Core strengths include Don't disclose. Education includes Certificate, Walla Walla Community College (2025) and Certificate, University of California, Irvine (UCI) Paul Merage School of Business (2018). AI-training focus includes data types such as Text and labeling workflows including Evaluation and Rating.

Labeling Experience

AI Trainer (Independent Contractor) — AI data labeling and prompt/response evaluation work

Don't discloseText

Evaluated AI outputs by challenging LLM limitations and performing factuality checking on generated responses. Created domain-expertise prompts for medical use cases, iterating to improve response quality. Focused on ensuring outputs were accurate, reliable, and aligned with medical subject requirements. • Evaluate AI response quality and factuality • Challenge model limitations via adversarial testing • Write and refine prompts grounded in medicine • Produce ratings/feedback for downstream improvements

2026 - Present

Education

Work History