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Deborah E.

Deborah E.

Freelance AI Data Contributor (Remote) — AI training and LLM evaluation for data annotation and quality assurance

Nigeria flagAjah, Nigeria

Key Skills

Software

Other

Top Subject Matter

LLM evaluation
prompt evaluation
response ranking

Top Data Types

TextText
DocumentDocument

Top Task Types

Data CollectionData Collection

Freelancer Overview

Freelance AI Data Contributor (Remote) — AI training and LLM evaluation for data annotation and quality assurance. Brings 3+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Other. Education includes Bachelor of Science, N/A. AI-training focus includes data types such as Text and labeling workflows including Evaluation, Rating, and Data Collection.

Labeling Experience

Freelance AI Data Contributor (Remote) — AI training and LLM evaluation for data annotation and quality assurance

OtherTextText

Evaluated and ranked large language model (LLM) outputs by accuracy, relevance, reasoning quality, safety, and alignment with user intent. Performed fact-checking and research verification of AI-generated content to support high-quality, reliable training data. Reviewed, labeled, and classified complex datasets, identifying inaccuracies, logical inconsistencies, and hallucinations with actionable feedback. • LLM output ranking and quality scoring based on guideline criteria • Dataset validation, labeling, and classification for training consistency • Hallucination and logical-reasoning error detection with detailed notes • Creation of evaluation reports and justification analyses for model improvement

2024 - Present

Project Coordinator / Data Entry Specialist — data validation and quality control supporting reporting and operational analytics

OtherTextTextData CollectionData Collection

Conducted data validation, cleansing, and quality control activities to ensure operational data accuracy for reporting needs. Analyzed operational data and project metrics to identify trends and improve workflows that support business decision-making. Prepared detailed reports, summaries, and documentation for stakeholders and management. • Data validation and cleansing for quality control • Operational data and metrics analysis for trend identification • Workflow improvement support using analyzed project data • Stakeholder reporting and performance documentation

2021 - 2023

Education

N

N/A

Bachelor of Science, Artificial Intelligence and Computer Science

Bachelor of Science
Not specified

Work History

H

Hugo Company

Project Coordinator / Data Entry Specialist

Ajah
2021 - 2023