Mahmoud Aldeyasty

Key Skills

Software

AWS SageMaker

Labelbox

Remotasks

Scale AI

Top Subject Matter

Autonomous Vehicles Imagery

AI Tutoring for Mathematics

Satellite Imagery Classification

Top Data Types

3D Sensor

Computer Code Programming

Text

Top Task Types

Computer Programming Coding

Fine Tuning

Prompt Response Writing SFT

RLHF

Translation Localization

Freelancer Overview

With a long-term experience in data labeling and AI training through Outlier.ai (formerly Remotasks), I have developed strong skills in creating and reviewing complex datasets to enhance model performance. My work at Outlier included creating challenging university-level math and logic prompts aimed at refining large language models, as well as ensuring task quality as a reviewer. Promoting me to this role sharpened my analytical skills and gave me hands-on experience in prompt engineering and quality assurance for AI models. While working with Outlier was a highly rewarding experience, recent limitations on project availability in my region (Egypt) have impacted my workflow. The task queue has been mostly empty, and new project assignments have not been available to me due to region-based support restrictions. Consequently, I decided to seek new opportunities where I can continue contributing meaningfully to AI training projects without these constraints.

Labeling Experience

Mathematics Expertise Sought for AI Training

Scale AITextRLHFEvaluation Rating

In my role at Outlier.ai (formerly Remotasks), I worked on an AI training project using Reinforcement Learning from Human Feedback (RLHF) to improve language models in mathematics tutoring and complex reasoning. My tasks included prompt and response writing, evaluating model outputs, and ensuring high-quality data labeling standards. This involved creating challenging, university-level math and logic prompts and reviewing model responses for accuracy and coherence. Due to regional restrictions, my participation was limited despite the rewarding experience.

In my role at Outlier.ai (formerly Remotasks), I worked on an AI training project using Reinforcement Learning from Human Feedback (RLHF) to improve language models in mathematics tutoring and complex reasoning. My tasks included prompt and response writing, evaluating model outputs, and ensuring high-quality data labeling standards. This involved creating challenging, university-level math and logic prompts and reviewing model responses for accuracy and coherence. Due to regional restrictions, my participation was limited despite the rewarding experience.

2024 - 2024

Education

Work History