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Upload your resume. PhdFit's six research agents compare your background with faculty profiles, recent publications, lab focus, and outreach opportunities, then rank professors with evidence you can review.

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.

Indrek Külaots

Brown University · Civil Engineering

Active 2000–2024

h-index33

Citations4.7k

Papers7618 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

Materials science
Chemistry
Chemical engineering
Nanotechnology
Environmental science

Frequent coauthors

Robert H. Hurt
Providence College
83 shared
Eric M. Suuberg
Brown University
43 shared
Yang Qiu
Brown University
27 shared
Yantao Chen
Tianjin University of Technology
20 shared
Agnes B. Kane
John Brown University
15 shared
Yuming Gao
Shandong University of Technology
13 shared
Fei Guo
Beijing Institute of Technology
12 shared
Kurt D. Pennell
Providence College
10 shared

Resume-aware match score
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See your match with Indrek Külaots

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