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E

Emmanuel Aywila

AI Evaluation, Red Teaming & Data Specialist

Nigeria flagPort Harcourt, Nigeria
$100.00/hrExpertOther

Key Skills

Software

Other

Top Subject Matter

AI Evaluation
Llm Domain Expertise
Adversarial Testing

Top Data Types

TextText
DocumentDocument
Computer Code ProgrammingComputer Code Programming

Top Task Types

ClassificationClassification
Red TeamingRed Teaming
Entity (NER) ClassificationEntity (NER) Classification

Freelancer Overview

AI Evaluation, Red Teaming & Data Specialist. Brings 1+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Internal, Proprietary Tooling, and Excel. AI-training focus includes data types such as Text and Document and labeling workflows including Red Teaming and Entity (NER) Classification.

ExpertEnglish

Labeling Experience

Data Annotation Support (MatchesK9 Strategic Solutions Ltd)

OtherTextClassificationRed Teaming
Provided data annotation support for pattern recognition and content evaluation tasks as part of broader AI training initiatives. Maintained high accuracy and consistency in labeling text data to support algorithm development and improvement. Applied structured thinking to ensure the integrity and quality of annotated datasets. • Conducted annotation on various content types including operational logs and structured reports • Ensured compliance with annotation guidelines and detailed documentation standards • Participated in quality assurance processes for evaluated content • Supported ongoing improvement of AI models through iterative feedback and review cycles.

Provided data annotation support for pattern recognition and content evaluation tasks as part of broader AI training initiatives. Maintained high accuracy and consistency in labeling text data to support algorithm development and improvement. Applied structured thinking to ensure the integrity and quality of annotated datasets. • Conducted annotation on various content types including operational logs and structured reports • Ensured compliance with annotation guidelines and detailed documentation standards • Participated in quality assurance processes for evaluated content • Supported ongoing improvement of AI models through iterative feedback and review cycles.

2021 - Present

Data Annotation & Verification Specialist

DocumentEntity Ner Classification
I manually verified company data using open-source intelligence sources and cross-source validation. The aim was to correct inconsistencies and enrich missing fields for maximum data quality. I performed structured annotation to ensure accuracy and verifiability across all datasets. • Conducted manual entity verification and labeling • Cross-referenced multiple data sources for accuracy • Used structured annotation techniques in Excel • Ensured high data accuracy and consistency

I manually verified company data using open-source intelligence sources and cross-source validation. The aim was to correct inconsistencies and enrich missing fields for maximum data quality. I performed structured annotation to ensure accuracy and verifiability across all datasets. • Conducted manual entity verification and labeling • Cross-referenced multiple data sources for accuracy • Used structured annotation techniques in Excel • Ensured high data accuracy and consistency

2021 - 2021

Education

F

Federal University of Technology Owerri

Bachelor of Agriculture, Forestry and Wildlife Technology

Bachelor of Agriculture
2015 - 2021
E

Ecole Superieure Sainte Felicite

Bachelor of Science, Computer Science

Bachelor of Science
2017 - 2020

Work History

M

Matchesk9 Strategic Solutions

Founder & Director

Port Harcourt
2021 - Present
M

Matches Security Service

Founder

Port Harcourt
2021 - Present