Edmund Lee
Dermatologist at North Shore Medical Group
“Pre-AI Era Clinician”
Edmund Lee's AI skills, scored on evidence
Nine AI capabilities, each rated 0–10 from public professional signals with the reason behind the rating.
No evidence of AI tool usage in clinical or personal workflow. Medical field, not a knowledge worker default.
No evidence of prompt engineering, custom GPTs, or AI automations in any profile or web data.
No evidence of coding or app prototyping. Entire career is clinical dermatology.
No evidence of API usage, scripting, or AI integration. Role is purely clinical.
No evidence of multi-step agents, RAG, or automation workflows. Outside clinical scope.
No evidence of shipping AI features or products. Role is patient care, not product development.
No evidence of fine-tuning, embeddings, or model customization. Entirely outside medical practice.
No evidence of vector databases, GPU optimization, or LLMOps. Not a technical role.
No AI research publications or novel architectures. Medical research possible but not AI-specific.
Where Edmund has worked
- —North Shore Medical Group
- —*********** **********
- —******** ****** *********
See everyone else we have scored at North Shore Medical Group.
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