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Edward Ebenezer

Edward Ebenezer

AI Data Annotator & ML Training Specialist

Nigeria flagLagos, Nigeria
$15.00/hrIntermediateSuperannotateCVATOther

Key Skills

Software

SuperAnnotateSuperAnnotate
CVATCVAT
Other
ArgillaArgilla
EncordEncord
Label StudioLabel Studio
LabelboxLabelbox
Scale AIScale AI

Top Subject Matter

Software Engineering
Data Analysis
AI/ML Concepts

Top Data Types

TextText
ImageImage
VideoVideo

Top Task Types

ClassificationClassification
Bounding BoxBounding Box
SegmentationSegmentation
Object DetectionObject Detection
Text GenerationText Generation
Text SummarizationText Summarization
Question AnsweringQuestion Answering
Evaluation/RatingEvaluation/Rating
RLHFRLHF
Red TeamingRed Teaming

Freelancer Overview

AI Data Annotator & ML Training Specialist. Brings 1+ years of professional experience across legal operations, contract review, compliance, and structured analysis. Core strengths include Internal and Proprietary Tooling. Education includes Bachelor of Science, Miva University (2024) and Bachelor of Engineering, Federal University of Technology Owerri (2016). AI-training focus includes data types such as Text and labeling workflows including Classification.

IntermediateEnglish

Labeling Experience

AI Data Annotator & ML Training Specialist

TextClassification
At Moonvalley Software Company, I performed text and structured data annotation to train, evaluate, and improve live machine learning (ML) models. My work included classifying, validating, and systematically reviewing text-based datasets to ensure high-quality, consistent labels aligned with detailed guidelines. I also participated in output evaluation, error detection, and prompt-based annotation for large language models (LLMs), maintaining accuracy under deadline-driven remote conditions. • Annotated, classified, and validated text and structured datasets for ML training pipelines. • Conducted detailed QA reviews, identifying errors and guideline violations in annotation batches. • Evaluated AI outputs, identifying coherence issues, failure modes, and consistency problems. • Gained practical experience in prompt engineering to inform prompt-based annotation and evaluation.

At Moonvalley Software Company, I performed text and structured data annotation to train, evaluate, and improve live machine learning (ML) models. My work included classifying, validating, and systematically reviewing text-based datasets to ensure high-quality, consistent labels aligned with detailed guidelines. I also participated in output evaluation, error detection, and prompt-based annotation for large language models (LLMs), maintaining accuracy under deadline-driven remote conditions. • Annotated, classified, and validated text and structured datasets for ML training pipelines. • Conducted detailed QA reviews, identifying errors and guideline violations in annotation batches. • Evaluated AI outputs, identifying coherence issues, failure modes, and consistency problems. • Gained practical experience in prompt engineering to inform prompt-based annotation and evaluation.

2024 - 2025

Education

F

Federal University of Technology Owerri

Bachelor of Engineering, Mechanical Engineering

Bachelor of Engineering
2011 - 2016
M

Miva University

Bachelor of Science, Software Engineering

Bachelor of Science
2024

Work History

S

Samuels Consults and Properties

Data Analyst

Lagos
2025 - 2025