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I am a medical doctor and AI Evaluation Specialist with experience assessing advanced language models, auditing datasets, and reviewing high-stakes healthcare outputs. I bring together clinical diagnostic reasoning and technical evaluation skills to identify hallucinations, assess logic and instruction-following, and produce clear, evidence-based model comparisons. My work includes RLHF, multi-turn reasoning evaluation, adversarial testing, provenance review, contamination detection, and healthcare safety assessment.…I am a medical doctor and AI Evaluation Specialist with experience assessing advanced language models, auditing datasets, and reviewing high-stakes healthcare outputs. I bring together clinical diagnostic reasoning and technical evaluation skills to identify hallucinations, assess logic and instruction-following, and produce clear, evidence-based model comparisons. My work includes RLHF, multi-turn reasoning evaluation, adversarial testing, provenance review, contamination detection, and healthcare safety assessment.

Mohammed Abdelaleem

AI Evaluator, AI Trainer, AI Ethics Consultant, +1

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I am a medical doctor and AI Evaluation Specialist with experience assessing advanced language models, auditing datasets, and reviewing high-stakes healthcare outputs. I bring together clinical diagnostic reasoning and technical evaluation skills to identify hallucinations, assess logic and instruction-following, and produce clear, evidence-based model comparisons. My work includes RLHF, multi-turn reasoning evaluation, adversarial testing, provenance review, contamination detection, and healthcare safety assessment.…I am a medical doctor and AI Evaluation Specialist with experience assessing advanced language models, auditing datasets, and reviewing high-stakes healthcare outputs. I bring together clinical diagnostic reasoning and technical evaluation skills to identify hallucinations, assess logic and instruction-following, and produce clear, evidence-based model comparisons. My work includes RLHF, multi-turn reasoning evaluation, adversarial testing, provenance review, contamination detection, and healthcare safety assessment.

Available to hire

I am a medical doctor and AI Evaluation Specialist with experience assessing advanced language models, auditing datasets, and reviewing high-stakes healthcare outputs. I bring together clinical diagnostic reasoning and technical evaluation skills to identify hallucinations, assess logic and instruction-following, and produce clear, evidence-based model comparisons. My work includes RLHF, multi-turn reasoning evaluation, adversarial testing, provenance review, contamination detection, and healthcare safety assessment.

Skills

Experience Level

Expert

Expert

Expert

Expert

Language

English

Fluent

Arabic

Fluent

Work Experience

Clinical Researcher & Medical Resident at Fayyoum University Hospitals

January 1, 2024 - January 1, 2026

Analyzed complex patient records, diagnostic protocols, and medical datasets in a high-volume academic tertiary hospital. Conducted evidence-based medical research, verified scientific literature and clinical documentation, and translated complex biomedical terminology into structured, verifiable clinical reports.

AI Evaluation Specialist & Dataset Evaluator at Outlier (Aether & Cypher Eval Projects)

January 1, 2024 - Present

Evaluate LLM outputs across advanced reasoning, scientific calculations, and coding tasks. Audit datasets for quality, duplication, provenance, readiness, and potential contamination. Serve as a Medical and Life Sciences subject-matter expert by identifying factual inaccuracies, clinical hallucinations, and safety vulnerabilities. Design adversarial and edge-case prompts, assess guardrails, conduct side-by-side model comparisons, and write structured evidence-based justifications.