Israel

Key Skills

Software

Other

Top Subject Matter

Ict Domain Expertise

digital content

and general text/LLM evaluation

Top Data Types

Text

Image

Top Task Types

Classification

Text Generation

Text Summarization

RLHF

Prompt + Response Writing (SFT)

Freelancer Overview

AI Training & Content Evaluator (Freelance). Brings 8+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include N, A, and Other. Education includes Diploma in Information Technology, Calabar Institute of Technology (2019) and Professional Certificate in ICT Operations, Advanced Learning Center (2020). AI-training focus includes data types such as Text and labeling workflows including Evaluation, Rating, and Classification.

Labeling Experience

AI Training & Content Evaluator (Freelance)

Text

Evaluated complex text datasets and AI-generated responses using criteria focused on linguistic precision, factual correctness, truthfulness, harmlessness, and relevance. Performed ranking and quality assessment to identify better responses for downstream use. Flagged edge cases and potential failure points to improve model robustness and reliability.• Evaluated AI outputs for accuracy, safety, tone, and helpfulness.• Analyzed and ranked multiple responses against truthfulness and relevance criteria.• Identified and flagged edge cases in data samples.• Collaborated on research-heavy review of technical and creative content accuracy.

2021 - Present

Data Quality & ICT Specialist (Independent Contractor)

OtherTextClassification

Performed data quality and ICT-focused work that supported high-quality text data preparation for labeling and verification. Used information validation and verification techniques to ensure dataset correctness before downstream use. Maintained very high accuracy in data entry and content verification activities.• Validated information using advanced search and verification techniques. • Organized and managed datasets for digital platforms with integrity controls. • Applied technical ICT knowledge to troubleshoot data issues impacting content quality. • Maintained 99%+ accuracy in verification and data entry tasks.

2019 - Present

Education

Work History