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E

Emmanuel Okpo

Medical AI Evaluator and Annotation Specialist (Outlier, LLMs)

UNITED_KINGDOM flag
N/A, United Kingdom
$80.00/hrExpertOther

Key Skills

Software

Other

Top Subject Matter

Medical Domain Expertise
Public Health
Clinical Reasoning

Top Data Types

TextText
ImageImage

Top Label Types

Bounding Box
Classification
Entity Ner Classification
Segmentation

Freelancer Overview

Medical AI Evaluator and Annotation Specialist (Outlier, LLMs). Brings 33+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Other. Education includes Bachelor of Medicine, Bachelor of Surgery, Ahmadu Bello University (1994) and Master of Public Health, Royal Tropical Institute (KIT) (2002). AI-training focus includes data types such as Text and labeling workflows including Evaluation and Rating.

ExpertEnglish

Labeling Experience

Medical AI Evaluator and Annotation Specialist (Outlier, LLMs)

OtherText
Reviewed outputs from large language models for clinical reasoning, factuality, and safety within health content. Used established rubrics and guidelines to score and annotate AI-generated medical and public health responses. Identified errors, unsafe recommendations, and ambiguous outputs, providing structured feedback for model improvement. • Consistently assessed AI outputs on instruction-following, accuracy, and risk. • Applied clinical expertise to scenario evaluation and annotation tasks. • Ensured adherence to medical guidelines during AI system evaluation. • Provided written justifications supporting scoring rationale.

Reviewed outputs from large language models for clinical reasoning, factuality, and safety within health content. Used established rubrics and guidelines to score and annotate AI-generated medical and public health responses. Identified errors, unsafe recommendations, and ambiguous outputs, providing structured feedback for model improvement. • Consistently assessed AI outputs on instruction-following, accuracy, and risk. • Applied clinical expertise to scenario evaluation and annotation tasks. • Ensured adherence to medical guidelines during AI system evaluation. • Provided written justifications supporting scoring rationale.

2022 - Present

Education

H

Higher Education Academy

Fellowship of the Higher Education Academy, Higher Education Teaching

Fellowship of the Higher Education Academy
2018 - 2018
R

Royal Society of Public Health

Fellowship of the Royal Society of Public Health, Public Health

Fellowship of the Royal Society of Public Health
2012 - 2012

Work History

U

UK Health Security Agency

Deputy Director & Regional Lead for Health Protection

N/A
2021 - Present
N

NHS Grampian

Public Health Specialty Training Programme Coordinator

N/A
2011 - Present