Gamal H.

Key Skills

Software

Other

Google Cloud Vertex AI

Axiom AI

Anno-Mage

AWS SageMaker

Data Annotation Tech

OpenCV AI Kit (OAK)

Mighty AI

Top Subject Matter

Medical/Neonatal nursing and ICU/NICU clinical content

Top Data Types

Text

Image

Geospatial Tiled Imagery

Top Task Types

Segmentation

Entity (NER) Classification

Polyline

Object Detection

Text Generation

Bounding Box

Freelancer Overview

AI training and LLM response evaluation (medical and Arabic language quality). Brings 4+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Other. Education includes Bachelor of Science in Nursing, Faculty of Nursing, Tanta University (2022) and Online Diploma in Total Quality Management, N/A. AI-training focus includes data types such as Text and labeling workflows including Evaluation and Rating.

Labeling Experience

AI training and LLM response evaluation (medical and Arabic language quality)

OtherText

You evaluated and rated LLM outputs for clinical and nursing relevance using Arabic NLP capabilities. You conducted prompt testing and error detection to assess response quality against medical expectations. You applied RLHF-style response rating concepts to improve instruction-following and reduce clinical inaccuracies. • LLM evaluation and Arabic NLP checks for dialect accuracy, grammar, and linguistic quality • RLHF response rating style assessments for answer correctness • Error detection and medical review of generated responses • Prompt testing and evaluation/rubric-driven quality measurement

2023 - Present

Education

Work History