Key Skills

Software

Anno-Mage

Appen

Data Annotation Tech

Mindrift

Remotasks

Surge AI

Telus

Top Subject Matter

No subject matter listed

Top Data Types

Computer Code Programming

Medical Dicom

Top Label Types

Evaluation Rating

RLHF

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Freelancer Overview

I am a medical physician and doctoral-level researcher with over seven years of combined clinical and academic experience, specializing in internal medicine, primary care, and biomedical research. My expertise includes designing and reviewing advanced medical problems for AI model training, meticulously annotating and evaluating AI-generated medical outputs for accuracy, depth of reasoning, and patient safety. I have a strong track record of identifying reasoning gaps, hallucinations, and edge cases, and providing structured, clinician-level feedback to improve AI reliability. My work spans collaboration with technical and research teams to develop safe, clinically robust AI systems, and I am proficient in analyzing clinical and biomedical datasets using Python, R, and SQL. I am passionate about advancing medical AI through rigorous data labeling, annotation, and evaluation, ensuring outputs meet the highest standards of evidence-based medicine.

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Work History