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Cydney Higgins

Cydney Higgins

Medical Domain AI Trainer and Evaluator (Freelance)

USA flagMemphis, Usa
$60.00/hrEntry LevelOtherData Annotation Tech

Key Skills

Software

Other
Data Annotation TechData Annotation Tech

Top Subject Matter

Medical Domain Expertise
Legal Services & Contract Review
Regulatory Compliance & Risk Analysis

Top Data Types

TextText
DocumentDocument

Top Task Types

Evaluation/RatingEvaluation/Rating
Prompt + Response Writing (SFT)Prompt + Response Writing (SFT)
Question AnsweringQuestion Answering
ClassificationClassification

Freelancer Overview

As a Medical Domain AI Trainer and Evaluator, my work included reviewing and improving AI performance regarding health-related and clinical-style tasks. I was able to design and refine prompts and scenarios that probed medical and public health knowledge. These prompts also tested clinical-style reasoning and required models to follow complex, multi-step instructions. I also evaluated the AI’s responses for factual accuracy, internal consistency, and overall logical flow. During these evaluations I flagged unsupported claims, reasoning gaps, and potentially unsafe statements. Most of my feedback was delivered in a format that explained what is correct, what is incorrect, and how the response could be improved to better match expert-level medical reasoning.

Entry LevelEnglish

Labeling Experience

Medical Domain AI Trainer and Evaluator (Freelance)

OtherText
In this role, I evaluated AI-generated medical responses for factual accuracy, logical consistency, and adherence to instructions. I created and refined prompts and scenarios to test clinical reasoning and problem-solving at a graduate medical level. I provided structured written feedback to improve AI output clarity and safety. • Critically reviewed complex sets of AI-generated content for unsupported claims • Developed challenging prompts to assess medical knowledge and reasoning • Delivered written analyses identifying errors and improvement opportunities • Ensured all AI responses met clinical standards and guidelines.

In this role, I evaluated AI-generated medical responses for factual accuracy, logical consistency, and adherence to instructions. I created and refined prompts and scenarios to test clinical reasoning and problem-solving at a graduate medical level. I provided structured written feedback to improve AI output clarity and safety. • Critically reviewed complex sets of AI-generated content for unsupported claims • Developed challenging prompts to assess medical knowledge and reasoning • Delivered written analyses identifying errors and improvement opportunities • Ensured all AI responses met clinical standards and guidelines.

2026 - Present

Education

U

University of Memphis

Master of Public Health, Epidemiology

Master of Public Health
2022 - 2024
U

University of Memphis

Bachelor of Science, Health Studies

Bachelor of Science
2016 - 2020

Work History

C

Charles River Laboratories

QC Analyst I, Microbiology

Memphis
2023 - 2026
T

Transnetyx

Laboratory Technician

Cordova
2020 - 2022