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Garba Ibrahim Diwa

Designs and Project Manager (Data Annotation & Evaluation)

United Kingdom flagN/A, United Kingdom
$20.00/hrIntermediateAppenMicro1Remotasks

Key Skills

Software

AppenAppen
Micro1
RemotasksRemotasks

Top Subject Matter

Public Health
Social Sciences
Business Operations

Top Data Types

TextText
ImageImage
Medical DicomMedical Dicom

Top Task Types

Data CollectionData Collection
Text GenerationText Generation
TranscriptionTranscription
Text SummarizationText Summarization
Object DetectionObject Detection
Question AnsweringQuestion Answering
Evaluation/RatingEvaluation/Rating

Freelancer Overview

Designs and Project Manager (Data Annotation & Evaluation). Brings 9+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include N and A. Education includes Doctor of Philosophy, Liverpool John Moores University (2022) and Master of Research, The University of Liverpool (2022). AI-training focus includes data types such as Text and Document and labeling workflows including Data Collection, Evaluation, and Rating.

IntermediateEnglish

Labeling Experience

Designs and Project Manager (Data Annotation & Evaluation)

TextData Collection
Led the monitoring and evaluation frameworks for a rural innovation nonprofit, which required designing data collection methods, annotating survey responses, and maintaining quality control. Oversaw systematic research and data annotation initiatives, particularly on health communication and perception studies. Authored structured training materials for AI training data and evaluated evidence in large-scale social research projects. • Developed and implemented annotation processes for survey and written data. • Ensured high data integrity through rigorous quality checks and documentation. • Conducted gap analysis and synthesized informational outputs to enhance AI relevance. • Produced training data aligned with structured writing and communication standards.

Led the monitoring and evaluation frameworks for a rural innovation nonprofit, which required designing data collection methods, annotating survey responses, and maintaining quality control. Oversaw systematic research and data annotation initiatives, particularly on health communication and perception studies. Authored structured training materials for AI training data and evaluated evidence in large-scale social research projects. • Developed and implemented annotation processes for survey and written data. • Ensured high data integrity through rigorous quality checks and documentation. • Conducted gap analysis and synthesized informational outputs to enhance AI relevance. • Produced training data aligned with structured writing and communication standards.

2017 - Present

Assistant Project Officer (Data Quality and Evaluation)

Text
Conducted quality assurance reviews of program documents and deliverables, ensuring accuracy and completeness akin to AI data output evaluation. Generated management information dashboards and governance reports, interpreting programmatic textual data for clarity and compliance. Addressed inconsistencies and performed fact-checking in support of information accuracy for AI data workflows. • Evaluated and rated textual program artifacts to ensure alignment with project objectives. • Performed critical document annotation relevant for LLM or evaluation tasks. • Enhanced written outputs for downstream AI model training. • Detected planning and reporting discrepancies for labeling refinement.

Conducted quality assurance reviews of program documents and deliverables, ensuring accuracy and completeness akin to AI data output evaluation. Generated management information dashboards and governance reports, interpreting programmatic textual data for clarity and compliance. Addressed inconsistencies and performed fact-checking in support of information accuracy for AI data workflows. • Evaluated and rated textual program artifacts to ensure alignment with project objectives. • Performed critical document annotation relevant for LLM or evaluation tasks. • Enhanced written outputs for downstream AI model training. • Detected planning and reporting discrepancies for labeling refinement.

2024 - 2025

Virtual Assistant (Document Data Annotation)

Document
Performed document management, data entry, and report writing in support of AI-oriented annotation workflows as a Virtual Assistant for an international company. Developed surveys and recorded structured datasets with a focus on accuracy. Managed incident and risk assessment reports requiring precision, detail, and data labeling integrity. • Produced annotated documentation for workflow optimization. • Ensured high-quality, precisely transcribed textual data. • Created effective written communication aligned with AI training data standards. • Maintained secure and structured digital records for AI use.

Performed document management, data entry, and report writing in support of AI-oriented annotation workflows as a Virtual Assistant for an international company. Developed surveys and recorded structured datasets with a focus on accuracy. Managed incident and risk assessment reports requiring precision, detail, and data labeling integrity. • Produced annotated documentation for workflow optimization. • Ensured high-quality, precisely transcribed textual data. • Created effective written communication aligned with AI training data standards. • Maintained secure and structured digital records for AI use.

2024 - 2024

Education

T

The University of Liverpool

Master of Research, Biomedical Science and Translational Medicine

Master of Research
2021 - 2022
A

Anglia Ruskin University

Master of Science, Public Health

Master of Science
2020 - 2021

Work History

F

Frayd Consulting Limited

Assistant Project Officer

N/A
2024 - 2025
G

Global Impact for Rural Innovation Foundation

Designs and Project Manager

N/A
2017 - 2025