Medicine Expert
Medical DicomText Summarization
Comparison of summary patient data and medical conditions.
Comparison of summary patient data and medical conditions.
2026 - Present
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Key Skills
Software
Internal/Proprietary Tooling
Top Subject Matter
Healthcare Data & Medical Documentation
Clinical Medicine
Regulatory Intelligence
Top Data Types
Text
DocumentTop Task Types
Prompt + Response Writing (SFT)Freelancer Overview
Medical AI Tutor/Subject Matter Expert (SME), Meta Crosswinds AI. Brings 31+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Internal and Proprietary Tooling. Education includes Doctor of Medicine, Spartan Health Sciences University (1997) and Master of Business Administration, University of Massachusetts, Amherst (2005). AI-training focus includes data types such as Text and labeling workflows including Prompt + Response Writing (SFT).
ExpertEnglishSpanish
Labeling Experience
Medical AI Tutor/Subject Matter Expert (SME), Meta Crosswinds AI
TextPrompt Response Writing SFT
As a distinguished Medical AI Tutor/SME for Meta Crosswinds AI, I developed prompts and responses for advanced medical LLMs. I created sophisticated clinical assessment frameworks and expert-level educational materials by labeling and curating medical content. My work contributed specialized clinical expertise across CNS/epilepsy, oncology, infectious disease, regulatory compliance, and systems-based practice domains.
• Developed and reviewed clinical assessment prompts and model outputs for LLM medical QA tasks.
• Annotated and curated high-quality, domain-specific text data for instruction and evaluation.
• Validated medical LLM outputs according to clinical guidelines for accuracy and relevance.
• Provided subject-matter expertise to improve dataset diversity and coverage.
As a distinguished Medical AI Tutor/SME for Meta Crosswinds AI, I developed prompts and responses for advanced medical LLMs. I created sophisticated clinical assessment frameworks and expert-level educational materials by labeling and curating medical content. My work contributed specialized clinical expertise across CNS/epilepsy, oncology, infectious disease, regulatory compliance, and systems-based practice domains. • Developed and reviewed clinical assessment prompts and model outputs for LLM medical QA tasks. • Annotated and curated high-quality, domain-specific text data for instruction and evaluation. • Validated medical LLM outputs according to clinical guidelines for accuracy and relevance. • Provided subject-matter expertise to improve dataset diversity and coverage.
2023 - 2024
Education
S
Spartan Health Sciences University
Doctor of Medicine, Medicine
Doctor of Medicine
1981 - 1986
N
N/A
Master of Public Health / Master of Health Administration Coursework, Public Health Management, Epidemiology, Population Health
Master of Public Health / Master of Health Administration Coursework
1975 - 1977
Work History
F
First Mountain Medical Strategies
Medical Director & Head of Business Development
West Orange
2023 - Present
T
Takeda
Strategic Medical Affairs Director (Consultant)
West Orange
2021 - 2022