Find professors who actually fit you

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.

David Zhang, MD

University of Chicago · Pediatrics

h-index—

Citations—

Papers—

Funding—

Faculty page

See your match with David Zhang, MD — sign in to PhdFit.Sign in

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

Similar researchers at University of Chicago

Everett E. Vokesh-185
Ian Fosterh-150
Jack W. Szostakh-142
Jean Decetyh-142
Graeme Bellh-141

Resume-aware match score
Save to shortlist
AI-drafted outreach

See your match with David Zhang, MD

PhdFit ranks faculty by your research interests, methods, and publications — grounded in their actual work, not templates.

Join the waitlist How it works

Free to start
No credit card
30-second signup