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M
Mohanad Nabil

Mohanad Nabil

AI Evaluation Specialist / LLM Reviewer

Egypt flagCairo, Egypt
$100.00/hrIntermediateMicro1

Key Skills

Software

Micro1

Top Subject Matter

Medical/Healthcare (Psychiatry)
Legal Services & Contract Review
Regulatory Compliance & Risk Analysis

Top Data Types

TextText
ImageImage
DocumentDocument

Top Task Types

Evaluation/RatingEvaluation/Rating
Data CollectionData Collection
Prompt + Response Writing (SFT)Prompt + Response Writing (SFT)
RLHFRLHF
Text GenerationText Generation

Freelancer Overview

AI Evaluation Specialist / LLM Reviewer. Brings 11+ years of professional experience across legal operations, contract review, compliance, and structured analysis. Core strengths include Internal and Proprietary Tooling. Education includes Member of the Royal College of Psychiatrists, Royal College of Psychiatrists and Bachelor of Medicine and Bachelor of Surgery, Ain Shams University (2016). AI-training focus includes data types such as Text and labeling workflows including Evaluation and Rating.

IntermediateEnglishArabicGerman

Labeling Experience

AI Evaluation Specialist / LLM Reviewer

TextEvaluation Rating
As an AI Evaluation Specialist and LLM Reviewer, I assessed AI-generated text outputs for accuracy, safety, and reasoning quality in safety-critical medical contexts. I designed domain-specific tasks and simulated expert-level workflows to train AI models on complex prompt completions. My work involved rubric-based evaluation, comparative response analysis, and quality assurance to ensure high-standard model outputs. • Evaluated and compared AI-generated text for hallucination detection and optimal output selection. • Developed and applied structured evaluation rubrics for consistency and reproducibility. • Conducted error analysis and designed correction strategies for model improvement. • Served as an AI Trainer and Final Reviewer, adhering to strict guidelines and workflow protocols.

As an AI Evaluation Specialist and LLM Reviewer, I assessed AI-generated text outputs for accuracy, safety, and reasoning quality in safety-critical medical contexts. I designed domain-specific tasks and simulated expert-level workflows to train AI models on complex prompt completions. My work involved rubric-based evaluation, comparative response analysis, and quality assurance to ensure high-standard model outputs. • Evaluated and compared AI-generated text for hallucination detection and optimal output selection. • Developed and applied structured evaluation rubrics for consistency and reproducibility. • Conducted error analysis and designed correction strategies for model improvement. • Served as an AI Trainer and Final Reviewer, adhering to strict guidelines and workflow protocols.

2025 - Present

Education

A

Ain Shams University

Bachelor of Medicine and Bachelor of Surgery, Medicine and Surgery

Bachelor of Medicine and Bachelor of Surgery
2010 - 2016
M

Modern Education School

International General Certificate of Secondary Education, General Secondary Education

International General Certificate of Secondary Education
2008 - 2010

Work History

O

Odyssey Mental Health

Founder and Medical Director

Cairo
2024 - Present
O

O7 Therapy

Online Psychiatrist

Cairo
2022 - Present