Melanie Taylor-John

Key Skills

Software

Snorkel AI

Appen

Labelbox

Micro1

Scale AI

Top Subject Matter

Medical Domain Expertise

Clinical Decision Support

AI Model Evaluation

Top Data Types

Text

Image

Audio

Top Task Types

Text Generation

Question Answering

Data Collection

Transcription

Text Summarization

Object Detection

Classification

Bounding Box

Freelancer Overview

Medical Expert AI Trainer. Brings 14+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Snorkel AI. Education includes Master of Science, University of Miami, Miller School of Medicine (2025) and Bachelor of Medicine and Bachelor of Surgery, The University of the West Indies, Mona (2020). AI-training focus includes data types such as Text and labeling workflows including Evaluation and Rating.

Labeling Experience

Medical Expert AI Trainer

Snorkel AIText

As a Medical Expert AI Trainer at Snorkel AI, I designed and authored adversarial test scenarios to stress-test the AI model. I created structured evaluation rubrics with clear scoring criteria and graded the model based on these rubrics. My work enhanced safety and decision-making using reference clinical scenarios. • Designed expert clinical adversarial test scenarios for model evaluation • Built structured rubrics for grading accuracy, safety, and appropriateness • Performed systematic model grading and documented model failure modes • Developed reference answer sets for decision-support clinical scenarios

As a Medical Expert AI Trainer at Snorkel AI, I designed and authored adversarial test scenarios to stress-test the AI model. I created structured evaluation rubrics with clear scoring criteria and graded the model based on these rubrics. My work enhanced safety and decision-making using reference clinical scenarios. • Designed expert clinical adversarial test scenarios for model evaluation • Built structured rubrics for grading accuracy, safety, and appropriateness • Performed systematic model grading and documented model failure modes • Developed reference answer sets for decision-support clinical scenarios

2025 - 2025

Education

Work History