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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.

Joe Calo

Brown University · Environmental Engineering

Active 1970–2023

h-index37

Citations4.8k

Papers1891 last 5y

Funding—

Faculty page

OpenAlex

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

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Research topics

Chemistry
Materials science
Chemical engineering
Thermodynamics
Environmental science

Frequent coauthors

Eric M. Suuberg
Brown University
28 shared
Peter J. Hall
Swansea University
27 shared
W.D. Lilly
20 shared
M.T. Perkins
University of Southampton
17 shared
Pengpeng Grimshaw
Brown University
17 shared
G. Hradil
Brown University
16 shared
Marek A. Wójtowicz
16 shared
Pezhman Shirvanian
12 shared

Resume-aware match score
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