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Resume-aware matchingEvidence from recent researchOutreach drafts included

Advisor Match Brief Resume uploaded

Resume signals5 found

NLPHCIFairnessGraph MLPyTorch

Six-agent analysisRunning

Axel · Candidate AnalystResume parsed

Nova · Professor ResearcherRecent papers

Echo · Match ExplainerEvidence linked

Atlas · Strategy AdvisorFit ranked

Lyra · Outreach WriterDraft queued

Juno · Meeting Prep CompilerNext step ready

Dr. Sarah Chen

Stanford · NLP & interpretability

fit

Fairness + NLP projects overlap with her recent work.

Strong methods fit: model evaluation and interpretability.

Clear outreach angle for current trustworthy AI research.

Outreach angle

Ask how her lab is extending interpretability methods into fairness audits for real-world AI systems.

Jane Carol Ballantyne

Verified

University of Pennsylvania · Rehabilitation Medicine

Active 1976–2024

h-index43

Citations14.7k

Papers20450 last 5y

Funding—

Faculty page

PhdFit indexes publicly available faculty research signals. Information sourced from public faculty pages, scholarly databases, and lab websites.

ORCID

OpenAlex

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Research topics

Medicine
Anesthesia
Intensive care medicine
Psychiatry
Psychology

Frequent coauthors

Mark D. Sullivan
University of Washington
33 shared
Yuchiao Chang
Massachusetts General Hospital
14 shared
Mina Nishimori
Yokohama City Seibu Hospital
12 shared
Daniel Krashin
VA Puget Sound Health Care System
12 shared
Caroline M. Carwood
Massachusetts General Hospital
12 shared
Daniel B. Carr
Tufts University
11 shared
Christopher L. Wu
10 shared
Joseph Lau
9 shared

Resume-aware match score
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