Muhammad Burish

Key Skills

Software

Labelbox

Appen

Top Subject Matter

No subject matter listed

Top Data Types

Text

Computer Code Programming

Top Label Types

RLHF

Computer Programming Coding

Freelancer Overview

I am an experienced AI Training Specialist with a strong background in Arabic data annotation, RLHF, and linguistic quality assurance. My work has focused on enhancing Arabic Large Language Models by carefully reviewing, labeling, and auditing machine-generated text for linguistic accuracy, cultural relevance, and safety. I have hands-on experience in audio transcription and segmentation, particularly in the Egyptian dialect, and am skilled in using Python for automation to streamline annotation processes. With a keen eye for detail and a commitment to delivering high-quality, accurate data, I am dedicated to supporting the development of advanced AI communication models while maintaining strict adherence to project guidelines. My expertise combines creative storytelling with technical precision, ensuring reliable and contextually appropriate training data.

Labeling Experience

Senior Python Developer - Data Pipeline Automation

AppenComputer Code ProgrammingComputer Programming Coding

Developed custom Python scripts to automate complex data collection and preprocessing workflows for AI training. Implemented automated quality assurance measures to validate massive datasets for model training. Integrated API analysis and security protocols to maintain data integrity throughout the labeling process. Optimized data labeling efficiency by 40% through custom-built automation tools and scripts.

Developed custom Python scripts to automate complex data collection and preprocessing workflows for AI training. Implemented automated quality assurance measures to validate massive datasets for model training. Integrated API analysis and security protocols to maintain data integrity throughout the labeling process. Optimized data labeling efficiency by 40% through custom-built automation tools and scripts.

2021

Arabic LLM Refinement & RLHF Specialist

LabelboxTextRLHF

Performed high-quality data annotation and RLHF to enhance Arabic Large Language Models. Evaluated model responses for safety, factuality, and grammatical correctness. Audited machine-generated Arabic text to ensure linguistic accuracy and cultural relevance. Adhered to strict quality measures and project-specific guidelines to deliver accurate training data.

Performed high-quality data annotation and RLHF to enhance Arabic Large Language Models. Evaluated model responses for safety, factuality, and grammatical correctness. Audited machine-generated Arabic text to ensure linguistic accuracy and cultural relevance. Adhered to strict quality measures and project-specific guidelines to deliver accurate training data.

2024 - 2025

Education

Work History