Melanie Taylor-John

Key Skills

Software

Snorkel AI

Appen

Data Annotation Tech

Labelbox

Micro1

Remotasks

Scale AI

SuperAnnotate

Top Subject Matter

Clinical AI/Healthcare

Clinical Research/Alzheimer's Disease

Cognitive Assessment/Alzheimer's Disease

Top Data Types

Text

Audio

Video

Top Task Types

Transcription

Diagnosis

Bounding Box

Object Detection

Text Generation

Text Summarization

Evaluation/Rating

Data Collection

Freelancer Overview

Medical Expert AI Trainer. Brings 13+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Snorkel AI, Otter, and Linus Health. 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 Audio and labeling workflows including Evaluation, Rating, and Transcription.

Labeling Experience

Medical Expert AI Trainer

Snorkel AIText

As a Medical Expert AI Trainer at Snorkel AI, I led the clinical validation of machine learning foundation models for healthcare decision support. I developed detailed clinical test cases, benchmarking large language models and creating gold-standard reference responses for model validation. I also contributed to human-in-the-loop workflows to ensure improved reliability of AI-assisted healthcare tools. • Assessed effectiveness of decision support models in psychiatric and emergency care • Designed evaluation frameworks with standardized rubrics • Identified and documented clinically relevant model failure modes • Developed reference data for calibration and validation of AI models

As a Medical Expert AI Trainer at Snorkel AI, I led the clinical validation of machine learning foundation models for healthcare decision support. I developed detailed clinical test cases, benchmarking large language models and creating gold-standard reference responses for model validation. I also contributed to human-in-the-loop workflows to ensure improved reliability of AI-assisted healthcare tools. • Assessed effectiveness of decision support models in psychiatric and emergency care • Designed evaluation frameworks with standardized rubrics • Identified and documented clinically relevant model failure modes • Developed reference data for calibration and validation of AI models

2025 - Present

Clinical Research Associate - Digital Assessment

TextDiagnosis

As a Clinical Research Associate, I conducted Linus Health Digital Cognitive Assessments for the Davos Alzheimer's Collaborative Flagship project. These digital diagnostics contributed to timely detection and risk stratification of Alzheimer's Disease. My labeling activities involved structured administration and evaluation of responses using digital tools in a clinical setting. • Performed digital cognitive tests with research participants • Used Linus Health platform for results and recording • Helped build datasets for Alzheimer's diagnosis • Supported validation of digital health assessment tools

As a Clinical Research Associate, I conducted Linus Health Digital Cognitive Assessments for the Davos Alzheimer's Collaborative Flagship project. These digital diagnostics contributed to timely detection and risk stratification of Alzheimer's Disease. My labeling activities involved structured administration and evaluation of responses using digital tools in a clinical setting. • Performed digital cognitive tests with research participants • Used Linus Health platform for results and recording • Helped build datasets for Alzheimer's diagnosis • Supported validation of digital health assessment tools

2023 - 2024

Clinical Research Associate - Transcript Verification

AudioTranscription

As a Clinical Research Associate at Govia Research Group, I reviewed and verified the fidelity of Otter software-generated interview transcripts. This work involved meticulously checking and editing more than 50 physician interview transcripts for accurate data capture and integrity. The goal was to ensure data quality for subsequent research analysis within an Alzheimer's research project. • Ensured transcript accuracy for dementia research • Conducted detailed quality checks using Otter AI tools • Maintained data integrity in physician interviews • Contributed to the Alzheimer's Collaborative Flagship project

As a Clinical Research Associate at Govia Research Group, I reviewed and verified the fidelity of Otter software-generated interview transcripts. This work involved meticulously checking and editing more than 50 physician interview transcripts for accurate data capture and integrity. The goal was to ensure data quality for subsequent research analysis within an Alzheimer's research project. • Ensured transcript accuracy for dementia research • Conducted detailed quality checks using Otter AI tools • Maintained data integrity in physician interviews • Contributed to the Alzheimer's Collaborative Flagship project

2023 - 2024

Education

Work History