Resume-aware faculty matching
Find professors who actually fit you
Review faculty evidence in public, then use the workspace to turn your background into a shortlist, outreach, and meeting prep.
Profile-awarePaper evidenceSix agents
Find professors who actually fit you
Review faculty evidence in public, then use the workspace to turn your background into a shortlist, outreach, and meeting prep.
Find professors who actually fit you
Review faculty evidence in public, then use the workspace to turn your background into a shortlist, outreach, and meeting prep.
University of Southern California · Master of Science in Applied Analytics
Sophin Liu has more than a decade of experience in data analytics and predictive modeling across healthcare, SaaS, finance, supply chain, and automotive industries. She is an associate director of secondary data strategy and advanced analytics at BioMarin Pharmaceutical, a global biotechnology company known for…
PhdFit ranks faculty by your research interests, methods, and publications — grounded in their actual work, not templates.