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E
Esther A.

Esther A.

ai data annotator and trainer

United Kingdom flaglondon, United Kingdom

Key Skills

Software

No software listed

Top Subject Matter

healthcare
finance
e commerce

Top Data Types

ImageImage
TextText
AudioAudio

Top Task Types

Evaluation/RatingEvaluation/Rating
Text GenerationText Generation
TranscriptionTranscription
Text SummarizationText Summarization
Data CollectionData Collection
Prompt + Response Writing (SFT)Prompt + Response Writing (SFT)
Entity (NER) ClassificationEntity (NER) Classification

Freelancer Overview

I am an AI Trainer and Quality Evaluator with experience assessing large language model outputs for accuracy, reasoning quality, instruction following, safety, and overall response effectiveness. My work has involved reviewing and rating AI-generated content, identifying factual and logical errors, evaluating mathematical solutions step-by-step, comparing model responses against project guidelines, and providing detailed feedback to improve model performance. In addition to AI evaluation, I bring professional experience in customer service, healthcare administration, and communication-focused roles, which strengthens my ability to understand user intent, detect inconsistencies, and maintain high annotation quality standards. I hold bachelor’s degrees in English Education and Agricultural Economics, giving me strong analytical, language, research, and critical-thinking skills that are valuable in data annotation and AI training projects.

Labeling Experience

ai data trainer

TextTextQuestion AnsweringQuestion Answering

Worked as an AI Trainer and Data Evaluator on large language model improvement projects, reviewing and rating AI-generated responses across domains such as mathematics, reasoning, customer service, education, healthcare, and general knowledge. Responsibilities included comparing multiple model outputs, evaluating factual accuracy, instruction following, safety, clarity, and overall response quality, while identifying hallucinations, logical inconsistencies, and calculation errors. I regularly verified step-by-step mathematical solutions, assessed prompt-response alignment, provided detailed feedback for model improvement, and applied project-specific guidelines to ensure high-quality annotations and consistent evaluation standards. This work required strong analytical thinking, attention to detail, quality assurance skills, and the ability to make objective judgments across complex tasks and diverse subject areas.

2020 - 2026

Education

O

obafemi awolowo university

bachelor , agricultural economics

bachelor
2017 - 2024

Work History

F

fifi stitches

fashion designer data analyzer

lagos
2017 - Present