Mahmoud N.

Key Skills

Software

Other

Top Subject Matter

AI-generated content evaluation and QA

Legal Services & Contract Review

Regulatory Compliance & Risk Analysis

Top Data Types

Text

Document

Top Task Types

Text Summarization

Classification

Transcription

Question Answering

Text Generation

Object Detection

Freelancer Overview

AI Evaluation & Review Contributor / Reviewer / Senior Reviewer – Outlier (Cypher Evals V2, Xylophone Conversation, Deta. Brings 4+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Other. Education includes Bachelor of Science, Alexandria University (2026). AI-training focus includes data types such as Text and labeling workflows including Evaluation and Rating.

Labeling Experience

AI Evaluation & Review Contributor / Reviewer / Senior Reviewer – Outlier (Cypher Evals V2, Xylophone Conversation, Detail Staff, Dogwood Original, Dinner Stamp, Shaker Income)

OtherText

Contributed to AI evaluation and content assessment projects, focusing on quality control, analytical judgment, and instruction adherence. Reviewed AI-generated outputs for accuracy, relevance, clarity, and compliance with project guidelines. Provided structured feedback to improve response quality and model alignment. • Reviewed and assessed outputs across multiple named evaluation projects. • Used consistent evaluation rubrics and identified edge cases. • Ensured high-quality review standards across tasks. • Progressed from contributor to reviewer and senior reviewer roles.

2022 - 2024

Education

Work History