Key Skills

Software

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Top Subject Matter

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Top Data Types

Image

Medical Dicom

Text

Top Label Types

Object Detection

Question Answering

Text Generation

Text Summarization

Transcription

Freelancer Overview

I am a UK-registered medical doctor with extensive hands-on experience in clinical data annotation, model evaluation, and AI training specifically within the medical domain. My background spans acute care, surgery, gynaecology, and primary care, where I have developed and validated complex diagnostic pathways, generated ground truth data, and critically reviewed clinical outputs for accuracy, safety, and adherence to evidence-based guidelines. I excel at structured medical summarization, prompt evaluation, and mapping clinical reasoning to annotation frameworks, ensuring high-quality, reliable datasets for AI applications. My research experience and commitment to data quality, coupled with a deep understanding of clinical workflows and safety standards, enable me to bridge the gap between real-world healthcare and AI systems.

Labeling Experience

Education

Work History