Key Skills

Software

Internal/Proprietary Tooling

Top Subject Matter

Healthcare - Risk Management, Patient Safety

Business - Consulting

Professional Writing

Top Data Types

Text

Medical Dicom

Top Task Types

Question Answering

Text Summarization

Fine-tuning

Evaluation/Rating

Classification

Text Generation

RLHF

Transcription

Data Collection

Prompt + Response Writing (SFT)

Freelancer Overview

AI power user with deep prompt engineering and model shaping experience across business buildouts and complex workflows. Transitioned into formal AI training with a strong foundation in domain expertise — healthcare risk, governance, compliance, and professional writing. Skilled at evaluating model outputs for reasoning quality, accuracy, tone, and real-world applicability. Comfortable with ambiguity, rubric development, and identifying where AI logic breaks down. I know how to get the best from a model — and how to spot when it falls short.

Labeling Experience

Education

Work History