Brian Quanz

Manager, AI, Zillow Group, Inc.
Senior Research Scientist, International Business Machines
Joined
June 2020

Names

Brian Quanz (Preferred)
, 
Brian L Quanz
, 
Brian L. Quanz
, 
Brian Leo Quanz

Emails

****@us.ibm.com (Confirmed)
, 
****@ku.edu
, 
****@ittc.ku.edu
, 
****@gmail.com (Confirmed)
, 
****@zillowgroup.com (Confirmed)

Personal Links

Career & Education History

Manager, AI
Zillow Group, Inc. (zillowgroup.com)
2026 – Present
Senior Research Scientist
International Business Machines (ibm.com)
2015 – 2026
Developer
MathWorks (mathworks.com)
2012 – 2015
PhD student
University of Kansas, Lawrence (ku.edu)
2007 – 2012
Undergrad student
University of Illinois, Urbana-Champaign (uiuc.edu)
2003 – 2007

Advisors, Relations & Conflicts

Coauthor
Georgia Perakis
2022 – Present
PhD Advisor
jun huan
2007 – 2012

Expertise

deep learning
Present
quantum machine learning
Present
genAI
, 
LLM
Present
transformers
Present
agentic AI
, 
AI agents
Present
model selection
, 
hyper parameter optimization
Present
end-to-end learning
, 
predict and optimize
Present
generalization
, 
out-of-distribution
Present
forecasting
, 
time series
Present
machine learning
, 
ensembles
, 
supervised learning
Present
distribution shift
, 
transfer learning
Present
evaluation
, 
auto-ML
Present
foundation models
Present
AI driven decision making
Present

Publications

View all 48 publications

Co-Authors

View all 65 co-authors