Mamdouh K.

Key Skills

Software

No software listed

Top Subject Matter

Healthcare - Model training and evaluation

AI training dataset preparation and evaluation (reasoning tasks)

Top Data Types

Text

Video

Image

Top Task Types

Evaluation/Rating

Classification

Fine-tuning

Freelancer Overview

AI Model Training Contributor, Outlier (Remote). Brings 19+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Outlier. Education includes Bachelor of Science, Faculty of Pharmacy, Assiut University (1998) and Certificate, PharmAchieve (2021). AI-training focus includes data types such as Text and labeling workflows including Evaluation and Rating.

Labeling Experience

AI Model Training Contributor, Outlier (Remote)

Text

Served as an AI Model Training Contributor reviewing, creating, and annotating training datasets to ensure accuracy and relevance. Provided feedback on AI model outputs to improve performance across different reasoning tasks. Participated in virtual knowledge-sharing sessions to align dataset work with AI development team goals. • Reviewed and corrected existing dataset entries • Created and annotated new dataset items for training • Evaluated AI model output quality and delivered improvement feedback • Shared knowledge with cross-functional AI teams via virtual sessions

2025 - Present

Education

Work History