Mahmoud A.

Key Skills

Software

No software listed

Top Subject Matter

Artificial Intelligence (AI) & Machine Learning Operations (MLOps) (LLM Evaluation

Prompt Engineering

RLHF

Top Data Types

Text

Audio

Top Task Types

Prompt + Response Writing (SFT)

Classification

Transcription

Evaluation/Rating

Computer Programming/Coding

Freelancer Overview

As an experienced AI Training and Evaluation Specialist, I have a proven track record of working on remote, large-scale AI projects through platforms like CrowdGen and Welo Data. My core expertise lies in optimizing large language models (LLMs) by evaluating AI-generated responses for quality, accuracy, and relevance, as well as side-by-side comparing and ranking multiple model outputs. Additionally, I have hands-on experience designing creative prompts and targeted questions to stress-test and train AI systems, ensuring they adhere to strict quality assurance guidelines. Complementing my evaluation skills, I have extensive experience in multilingual data annotation and transcription tasks across both Arabic and English. Leveraging a strong foundational background in Computer Science, I excel at interpreting complex, detailed project guidelines and maintaining high accuracy standards in independent, fast-paced remote environments. This combined technical and linguistic focus allows me to effectively bridge the gap between raw data and high-quality training inputs for generative AI technologies.

Labeling Experience

Education

Work History