Key Skills

Software

No software listed

Top Subject Matter

No subject matter listed

Top Data Types

Text

Top Label Types

Evaluation Rating

Fine Tuning

Question Answering

Red Teaming

Tracking

Freelancer Overview

I specialize in evaluating and improving AI conversation quality, drawing on a unique combination of ethical philosophy training, deep lived experience in mental health systems, and hands-on development of trauma-informed AI. My work includes designing a seven-dimension clinical framework for real-time assessment of user state, identifying nuanced AI failure modes that standard benchmarks often miss, and building systematic methodologies for prompt engineering and edge case analysis. I have extensive experience analyzing, annotating, and writing high-quality training data for NLP systems, especially in sensitive domains like mental health and crisis response. My technical toolkit includes Python, custom framework design, and open-source contributions, all grounded in a rigorous, detail-oriented approach to data labeling and evaluation. I am passionate about ensuring AI systems are robust, safe, and genuinely helpful, especially in high-stakes or emotionally complex contexts.

Labeling Experience

Education

Work History