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Emmanuel Ekong

AI Response Evaluator (Freelance/Remote)

Nigeria flagLagos, Nigeria
$10.00/hrIntermediateData Annotation TechMicro1Mindrift

Key Skills

Software

Data Annotation TechData Annotation Tech
Micro1
MindriftMindrift
MercorMercor
OneFormaOneForma
Img Lab
LabelboxLabelbox
HumanaticHumanatic
LabelImgLabelImg
Label StudioLabel Studio

Top Subject Matter

AI-generated text (NLP, LLMs)
Text annotation for AI training (sentiment analysis, entity recognition)

Top Data Types

TextText

Top Task Types

Entity Ner Classification
Evaluation Rating
Question Answering
Text Generation
Object Detection
Classification
Point Key Point
Text Summarization
RLHF
Fine Tuning
Data Collection

Freelancer Overview

AI Response Evaluator (Freelance/Remote). Core strengths include Internal and Proprietary Tooling. Education includes Master of Science, N/A (2023). AI-training focus includes data types such as Text and labeling workflows including Evaluation, Rating, and Entity (NER) Classification.

IntermediateEnglish

Labeling Experience

Data Annotation Specialist (Freelance/Remote)

TextClassification
In my role as a Data Annotation Specialist, I delivered high-quality, accurately labeled datasets to support the training and optimization of AI and machine learning models. I performed detailed text annotation tasks, including sentiment analysis (positive, negative, neutral classification) and named entity recognition (NER) to identify entities such as persons, locations, organizations, and dates. I applied rigorous quality assurance processes to ensure consistency and accuracy, maintaining an average annotation accuracy of 96%+ across 2,000+ data samples. I strictly followed project guidelines and annotation standards while using internal and proprietary tools to complete tasks efficiently. Additionally, I conducted data validation and error-checking to minimize inconsistencies, contributing to improved model performance and reliability. My work required strong attention to detail, analytical thinking, and the ability to maintain high productivity in fast-paced, deadline-driven environments.

In my role as a Data Annotation Specialist, I delivered high-quality, accurately labeled datasets to support the training and optimization of AI and machine learning models. I performed detailed text annotation tasks, including sentiment analysis (positive, negative, neutral classification) and named entity recognition (NER) to identify entities such as persons, locations, organizations, and dates. I applied rigorous quality assurance processes to ensure consistency and accuracy, maintaining an average annotation accuracy of 96%+ across 2,000+ data samples. I strictly followed project guidelines and annotation standards while using internal and proprietary tools to complete tasks efficiently. Additionally, I conducted data validation and error-checking to minimize inconsistencies, contributing to improved model performance and reliability. My work required strong attention to detail, analytical thinking, and the ability to maintain high productivity in fast-paced, deadline-driven environments.

2025 - Present

AI Response Evaluator (Freelance/Remote)

TextEvaluation Rating
As an AI Response Evaluator, I reviewed, assessed, and corrected AI-generated text for accuracy and clarity. I identified, flagged, and resolved biases or inconsistencies in AI outputs. I provided structured feedback to improve AI model performance and training data reliability. • Adhered strictly to quality control and ethical evaluation standards. • Worked with fast turnaround to deliver precise, standardized results remotely. • Followed detailed annotation and evaluation guidelines for AI output assessment. • Contributed feedback for ongoing improvement of AI language models.

As an AI Response Evaluator, I reviewed, assessed, and corrected AI-generated text for accuracy and clarity. I identified, flagged, and resolved biases or inconsistencies in AI outputs. I provided structured feedback to improve AI model performance and training data reliability. • Adhered strictly to quality control and ethical evaluation standards. • Worked with fast turnaround to deliver precise, standardized results remotely. • Followed detailed annotation and evaluation guidelines for AI output assessment. • Contributed feedback for ongoing improvement of AI language models.

2025 - Present

Image Data Annotation Specialist (Freelance/Remote)

ImageObject Detection
Labeled images using bounding boxes to detect and localize objects within datasets. Performed image classification and tagging based on predefined categories. Applied semantic segmentation to identify object boundaries and regions. Completed 1,200+ image annotations with 95%+ accuracy. Reviewed and corrected annotations to maintain dataset quality and consistency.

Labeled images using bounding boxes to detect and localize objects within datasets. Performed image classification and tagging based on predefined categories. Applied semantic segmentation to identify object boundaries and regions. Completed 1,200+ image annotations with 95%+ accuracy. Reviewed and corrected annotations to maintain dataset quality and consistency.

2024 - Present

Education

N

N/A

Master of Science, Computer Science

Master of Science
2021 - 2023

Work History

E

Ecoflows

IT Service / Support

Lagos
2025 - Present