Abdelrahman E.

Key Skills

Software

OneForma

Top Subject Matter

LLM training data annotation and prompt engineering

Legal Services & Contract Review

Regulatory Compliance & Risk Analysis

Top Data Types

Text

Image

Document

Top Task Types

Prompt + Response Writing (SFT)

Entity (NER) Classification

Freelancer Overview

AI Data Trainer & Annotation Specialist — Freelance (Outlier & OneForma). Brings 4+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include OneForma. Education includes Technical High School Diploma, Technical High School Diploma (Industrial Section). AI-training focus includes data types such as Text and labeling workflows including Prompt + Response Writing (SFT) and Named Entity Recognition.

Labeling Experience

AI Data Trainer & Annotation Specialist — Freelance (Outlier & OneForma)

OneFormaTextPrompt + Response Writing (SFT)Entity (NER) Classification

Train generative AI models by producing high-quality annotated data and writing prompts to improve model behavior. Perform linguistic assessments, conversational quality reviews, and data verification aligned with regional standards. Work under strict quality compliance while managing independent workflows on global crowdsourcing platforms.• Conduct multi-category labeling for LLM-related training datasets.• Create and refine prompts and responses for generative AI model improvement.• Validate dataset quality through linguistic and conversational checks.• Coordinate throughput and quality across independent platform workflows.

2026 - Present

Education

Work History