Holly Emmanuel
Graduate Service Assistant at Arizona State University
“Sweat & Spreadsheets Scholar”
Holly Emmanuel'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 use; health sciences role doesn't imply daily AI, and profile is silent on any AI productivity.
Zero signals of prompt crafting, custom GPTs, or AI workflows in any part of the profile.
No coding background, no AI coding tools, no GitHub or tech projects — entirely outside your domain.
No API usage, scripts, or automation evidence; health/exercise science track doesn't suggest LLM integration.
No multi-step agents, RAG, or tool-calling anywhere; purely academic health role with no tech artifacts.
No AI features shipped, no product role; you teach and assist in health solutions, not product development.
No fine-tuning, embeddings, or model customization; this is a specialist skill far from your published work.
No vector DBs, GPU scaling, or LLMOps; infrastructure is completely absent from your health-focused profile.
One sweat/hydration publication but no AI/ML research, novel architectures, or benchmarks — not your field.
Where Holly has worked
See everyone else we have scored at Arizona State University, Weightwatchers.
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