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Daniel Ebube Ebenizar

Daniel Ebube Ebenizar

Human-in-the-Loop Linguistic Analyst for AI Training

Nigeria flagRivers State, Nigeria
$35.00/hrEntry LevelLabelboxCVATLabel Studio

Key Skills

Software

LabelboxLabelbox
CVATCVAT
Label StudioLabel Studio

Top Subject Matter

Comparative Linguistics
AI Model Training
Semantic Analysis

Top Data Types

TextText
ImageImage
AudioAudio

Top Task Types

Fine-tuningFine-tuning
Entity (NER) ClassificationEntity (NER) Classification
ClassificationClassification
Text GenerationText Generation
Question AnsweringQuestion Answering
RLHFRLHF
Point/Key PointPoint/Key Point
Text SummarizationText Summarization
Evaluation/RatingEvaluation/Rating

Freelancer Overview

Human-in-the-Loop Linguistic Analyst for AI Training. Brings 7+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Internal and Proprietary Tooling. Education includes Bachelor of Science, University of Nigeria (2026). AI-training focus includes data types such as Text and labeling workflows including Fine-tuning.

Entry LevelEnglishIgbo

Labeling Experience

Human-in-the-Loop Linguistic Analyst for AI Training

TextFine Tuning
As a Human-in-the-Loop specialist with a background in comparative linguistics, I apply semantic analysis to fine-tune AI models, ensuring high linguistic and logical accuracy. I regularly audit ancient texts to catch meaning drift and logical errors, leveraging these skills for AI training to improve model outputs. My workflow bridges technical engineering with deep semantic scrutiny for maximizing AI reliability. • Conducted semantic audits on Greek and Hebrew manuscripts for AI learning datasets. • Designed proprietary frameworks for assessing synonym accuracy within AI model outputs. • Provided expert annotation guidance on multi-step reasoning tasks for LLMs and agents. • Synthesized findings into reports for academic and professional AI review.

As a Human-in-the-Loop specialist with a background in comparative linguistics, I apply semantic analysis to fine-tune AI models, ensuring high linguistic and logical accuracy. I regularly audit ancient texts to catch meaning drift and logical errors, leveraging these skills for AI training to improve model outputs. My workflow bridges technical engineering with deep semantic scrutiny for maximizing AI reliability. • Conducted semantic audits on Greek and Hebrew manuscripts for AI learning datasets. • Designed proprietary frameworks for assessing synonym accuracy within AI model outputs. • Provided expert annotation guidance on multi-step reasoning tasks for LLMs and agents. • Synthesized findings into reports for academic and professional AI review.

2022 - Present

Education

U

University of Nigeria, Nsukka

Bachelor of Science, Organizational Logic and Computational Methods

Bachelor of Science
2022 - 2026

Work History

I

Independent Research

Linguistic Analyst

Rivers State
2021 - Present
N

N/A

Public Speaking and Educational Instructor

Rivers State
2020 - Present