Amr B.

Key Skills

Software

Don't disclose

Top Subject Matter

Cardiology and Primary Care (medical AI training with RLHF-style evaluation)

Legal Services & Contract Review

Regulatory Compliance & Risk Analysis

Top Data Types

Document

Text

Top Task Types

RLHF

Freelancer Overview

Medical Data & Clinical Care Specialist (AI model refinement / training SME). Brings 11+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Don't disclose. Education includes Bachelor of Medicine and Surgery, Ain Shams University (2012) and PLAB 1 Certification, N/A (2015). AI-training focus includes data types such as Medical and DICOM and labeling workflows including RLHF.

Labeling Experience

Medical Data & Clinical Care Specialist (AI model refinement / training SME)

Don't discloseRLHF

Served as a domain expert for training and refining AI medical outputs by evaluating diagnostic logic and identifying clinical hallucinations and safety risks. Audited and improved the quality and tone of model-generated medical advice to ensure clinical accuracy and appropriateness for healthcare use. Applied daily analysis of international medical standards to support consistent AI training and evaluation outcomes. • Audited AI-generated diagnostic/clinical reasoning for correctness and safety. • Refined or validated medical outputs to improve clarity and tonal fit. • Performed medical knowledge synthesis to align responses with NICE and AHA/ACC guidance. • Evaluated outputs for potential risks and compliance considerations.

2016 - Present

Education

Work History