Mahmoud Y.

Key Skills

Software

Scale AI

Top Subject Matter

Medical/clinical (multi-domain).

Healthcare/Patient safety monitoring.

Top Data Types

Text

Top Task Types

Prompt + Response Writing (SFT)

Freelancer Overview

Patient Safety Monitor Technician at Mary Greeley Medical Center (01/2024 – 07/2025). Brings 3+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Scale AI. Education includes Bachelor of Medicine, Bachelor of Surgery, National University (2021) and High School Diploma (IGCSE), Al Najah Private School (2016). AI-training focus includes data types such as Text, Medical, and DICOM and labeling workflows including Prompt + Response Writing (SFT), Evaluation, and Rating.

Labeling Experience

Subject Matter Expert at Outlier AI/Scale AI (09/2025 – Present)

Scale AITextPrompt + Response Writing (SFT)

Worked as a Subject Matter Expert producing and evaluating LLM training-style medical content for multiple specialty domains. Designed realistic patient prompts and built comprehensive rubrics to guide consistent responses across areas such as Nutrition, Psychiatry, Obstetrics & Gynecology, and Ophthalmology. Reviewed peer work and provided constructive feedback to support quality and reliability in the dataset. • Generated realistic clinical patient prompts for training/evaluation. • Created domain-specific rubrics for medical specialties. • Performed peer reviews and delivered constructive feedback. • Achieved recognition for high-quality output including trusted delivery and contributor incentives.

2025 - Present

Patient Safety Monitor Technician at Mary Greeley Medical Center (01/2024 – 07/2025)

Scale AI

Monitored and communicated around patient safety and changing clinical conditions to support clinical teams during urgent situations. While this role was primarily clinical support rather than dataset labeling, it involved structured observation and safety status reporting. Responsibilities centered on monitoring high-risk areas and communicating effectively to ensure appropriate responses. • Reported patient condition changes promptly to nursing staff. • Monitored patient safety and behavior in high-risk areas. • Provided reassurance and support through patient communication. • Coordinated observations to support safety workflows.

2024 - 2025

Education

Work History