Michelle Ann

Key Skills

Software

Labelbox

Remotasks

Internal/Proprietary Tooling

Scale AI

Top Subject Matter

No subject matter listed

Top Data Types

Audio

Document

Image

Top Task Types

Classification

Evaluation Rating

Prompt Response Writing SFT

Red Teaming

RLHF

Freelancer Overview

I have worked with a variety of NLP-based projects on the major platforms. My expertise is medicine. I have seen way too many errors that result from the intersection of AI and medicine. To train an LLM in medicine you need someone who is both an expert clinician and an expert in expressing themselves in writing in that particular language. I am well equipped for the job (in English, at least). Although most of the work I have done involves complex rubrics (think 100+ criteria to diagnose and treat diabetic ketoacidosis without missing any critical decision-making step), I much prefer red-teaming and would love to learn more about that.

Labeling Experience

Typical RLHF for top platform (client unknown to me)

Scale AITextRLHFEvaluation Rating

Large scope project when I began, now focused on psychiatry.

Large scope project when I began, now focused on psychiatry.

2025

Rubrics for medicine domain for a well known AI chatbot

Internal Proprietary ToolingTextPrompt Response Writing SFT

Large project with 10+ domains. Write prompt, rubric and golden response.

Large project with 10+ domains. Write prompt, rubric and golden response.

2025

Education

Work History