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Gillian Du Sautoy

Senior Clinical AI Evaluator | Registered Nurse (NMC) | Patient Safety Specialist

United Kingdom flagN/A, United Kingdom
$45.00/hrIntermediateScale AI

Key Skills

Software

Scale AIScale AI

Top Subject Matter

Nursing Domain Expertise
Healthcare Data & Medical Documentation
Clinical Decision-Making

Top Data Types

TextText
DocumentDocument
ImageImage

Top Task Types

RLHFRLHF
Text GenerationText Generation
Question AnsweringQuestion Answering
Red TeamingRed Teaming

Freelancer Overview

I am an NMC-registered nurse with over 25 years' clinical experience, including intensive care at St George's Hospital London and surgical HDU at Leeds General Infirmary, currently working as Clinical Quality Delivery Lead and Clinical Safety Officer for NHS South Central and West CSU. Alongside my NHS role I work as a freelance clinical AI evaluator — writing nursing domain prompts, evaluating and ranking AI-generated responses for clinical accuracy, safety and reasoning quality, and identifying model failure modes across core nursing workflows including patient assessment, care planning, medication administration and incident reporting. I hold a First Class LLB from The Open University, completed whilst working full-time, which strengthens my ability to apply professional standards and construct precise written arguments — directly relevant to AI evaluation work. I bring active experience working at $47/hr on medical AI projects requiring registered nurse qualification, alongside a deep understanding of clinical safety in AI systems through my NHS Clinical Safety Officer role.

IntermediateEnglish

Labeling Experience

Freelance Clinical AI Evaluator (Independent Contractor)

TextRLHF
I contributed nursing domain expertise to AI training projects involving clinical text evaluation and prompt engineering. My responsibilities included writing detailed prompts, evaluating AI-generated responses for clinical accuracy, and identifying model failure modes. I used structured rubrics to rate responses and provided detailed written justifications for all decisions. • Developed multi-step nursing scenarios for use as model prompts. • Evaluated AI responses for logical soundness and adherence to professional standards. • Identified and documented unsafe model outputs and gaps in reasoning. • Collaborated in refining evaluation metrics and improving AI system safety.

I contributed nursing domain expertise to AI training projects involving clinical text evaluation and prompt engineering. My responsibilities included writing detailed prompts, evaluating AI-generated responses for clinical accuracy, and identifying model failure modes. I used structured rubrics to rate responses and provided detailed written justifications for all decisions. • Developed multi-step nursing scenarios for use as model prompts. • Evaluated AI responses for logical soundness and adherence to professional standards. • Identified and documented unsafe model outputs and gaps in reasoning. • Collaborated in refining evaluation metrics and improving AI system safety.

2026 - Present

Education

T

The Open University

Bachelor of Laws, Law

Bachelor of Laws
2021 - 2021
L

Leeds College of Health / University of Leeds

Diploma of Higher Education in Nursing (Adult), Nursing (Adult)

Diploma of Higher Education in Nursing (Adult)
1996 - 1996

Work History

N

NHS South Central and West Commissioning Support Unit

Clinical Quality Delivery Lead / Clinical Safety Officer

N/A
2020 - Present
P

Paterson Health

Occupational Health Nurse / Advisor

N/A
2015 - 2016