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E
Ezeh S.

Ezeh S.

Expert Data Annotator & AI Model Evaluator (Independent Contractor — Multiple AI Platforms)

Nigeria flagRemote, Nigeria

Key Skills

Software

Other
TolokaToloka
TelusTelus
MindriftMindrift
Micro1
MercorMercor

Top Subject Matter

Life sciences
Engineering Domain Expertise
computer science

Top Data Types

TextText
VideoVideo
ImageImage

Top Task Types

Question AnsweringQuestion Answering
Bounding BoxBounding Box
RLHFRLHF
Fine-tuningFine-tuning
Data CollectionData Collection

Freelancer Overview

Expert Data Annotator & AI Model Evaluator (Independent Contractor — Multiple AI Platforms). Brings 3+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Other. Education includes Bachelor of Science, University of Nigeria, Nsukka and Bachelor of Science, Formal University Degree. AI-training focus includes data types such as Text and labeling workflows including Evaluation, Rating, and Question Answering.

Labeling Experience

Expert Data Annotator & AI Model Evaluator (Independent Contractor — Multiple AI Platforms)

OtherTextText

Served as an Expert Data Annotator and AI Model Evaluator performing structured labeling and AI output quality assessments for text-based inputs. Used rubric-based scoring to evaluate factual accuracy, logical consistency, and language quality while applying domain expertise to determine label appropriateness. Documented citation-supported decisions, flagged ambiguous or out-of-scope samples, and escalated issues with clear written justifications to reduce downstream training errors. • Annotated text/documents and model-generated outputs using structured labeling frameworks and project guidelines • Provided citation-supported reasoning and source justifications for each label/evaluation choice • Applied ambiguity flagging and escalation with written explanations for inconsistent or unclear samples • Produced actionable feedback that informed model improvement based on rubric-based scoring

2022 - Present

Research & Technical Writer — Life Sciences (Academic & Freelance)

OtherTextTextQuestion AnsweringQuestion Answering

Worked as a Research & Technical Writer in life sciences with strong citation-supported, evidence-based outputs that align with expert review and content accuracy expectations used in AI evaluation. Authored structured research reports and literature reviews while rigorously attributing claims to original sources using Harvard-style citation standards. Reviewed primary literature to distinguish experimental findings from review summaries, supporting accurate interpretation of scientific content. • Authored structured research reports and literature reviews with citation-supported evidence • Produced a 144-citation academic seminar paper demonstrating synthesis and accurate attribution of specialist content • Applied Harvard citation rigor to ensure source-claim traceability • Evaluated primary research to separate experimental findings from higher-level summaries

2020 - Present

Education

C

Coursera and Udemy

Certification, Cybersecurity

Certification
Not specified
U

University of the People

Bachelor of Science, Health Science

Bachelor of Science
Not specified

Work History

S

Self-Employed

Freelance Software & Engineering Consultant

Remote
2021 - Present
I

Independent Contractor

Research & Technical Writer (Life Sciences)

Nsukka
2020 - Present