Vp Fair Banking Analytics
Current
Mar 2023 - Present
AeroLeads people directory · profile
Yi Liu Email & Phone Number
VP Fair Banking Analytics
at
Wintrust Financial Corporation
2 work emails found
@td.com
LinkedIn matched
✓ Verified August 2026
4 data sources
Profile completeness 100%
Current company
Role
VP Fair Banking Analytics
Location
Princeton, New Jersey, United States
Who is Yi Liu? Overview
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Quick answer
Yi Liu is listed as VP Fair Banking Analytics at Wintrust Financial Corporation, based in Princeton, New Jersey, United States. AeroLeads shows a work email signal at td.com and a matched LinkedIn profile for Yi Liu.
Yi Liu previously worked as Sr. Manager Advanced Analytics - Fair Banking at Td and Quantitative Analytics Manager, Fair Banking at Jpmorgan Chase. Yi Liu holds Ma, Economics from Yale University.
Company email context
Email format at Wintrust Financial Corporation
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*@td.com
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Profile bio
About Yi Liu
Currently lead fair banking analysis team; Led fair banking model review team; Familiar with fair lending analytics and models in large financial institutions across all consumer business lines and products; traditional regression and AI/ML models; AI/ML Model Bias/Fairness testing and independent challenge; Familiar with model usage and strategy overlays across TD US businesses lines: mortgage, credit card, auto finance, unsecured lending. Develop analytics and statistical models for fair lending monitoring in marketing, origination/underwriting, collection, servicing & loss mitigation processes; Familiar with standard model development/validation procedures, fair lending compliance regulations and HMDA data. Strong Python (Spark), SAS, SQL.
Listed skills include Fair Lending Risk Analysis, Mortgage Modification, Loss Mitigation, Linear And Logistic Regressions, and 9 others.
Current workplace
Yi Liu's current company
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4 roles
Yi Liu work experience
A career timeline built from the work history available for this profile.
Sr. Manager Advanced Analytics - Fair Banking
Lead a group of DA, DS focused on expanding analytic capabilities, developing data visualization dashboards, statistical analysis and modeling to support both the business groups and the compliance department to identify, monitor and manage compliance risks. Modernize and develop big data analytics (hadoop, pyspark)Led fair banking model review team responsible for compliance reviews of all TD US models across all TD LOB's; Familiar with both traditional scorecard & regression models and AI/ML models; Bias/Fairness testing and explainability for AI/ML models; Credit Bureau & Alternative Data; Familiar with underwriting pricing strategies and models across consumer products including mortgages/HE, credit cards, auto finance, unsecured lending and business banking.
Aug 2019 - Feb 2023
Quantitative Analytics Manager, Fair Banking
Generate statistical analyses to identify disparities in underwriting, pricing and servicing of residential and commercial mortgages across line of businessesDevelop models to explain disparities in approval rates, APR pricing or loss mitigation outcomes and provide recommendations based on model attributesFamiliar with standard model development procedures, fair lending compliance regulations and HMDA data. Strong SAS, SQL and excel VBA. Experiences in Python.
Mar 2011 - Aug 2019
Financial Associate
• Conduct daily/monthly/YTD client fund flow reporting for banker scorecard and AUM calculation.• Liaison between finance (product control/P&A) and technology teams to resolve reporting issues, determine root cause and communicate the results in a clear and concise manner to flows finance users• Understand the client flow’s business impact to various bank products including managed investments and other non-managed/discretionary or deposit products.
Feb 2007 - Feb 2011
2 education records
Yi Liu education
Ma, Economics
Yale University
Bachelor Of Arts (B.A.), Economics
Nanjing University
FAQ
Frequently asked questions about Yi Liu
Quick answers generated from the profile data available on this page.
What company does Yi Liu work for?
Yi Liu works for Wintrust Financial Corporation.
What is Yi Liu's role at Wintrust Financial Corporation?
Yi Liu is listed as VP Fair Banking Analytics at Wintrust Financial Corporation.
What is Yi Liu's email address?
AeroLeads has found 2 work email signals at @td.com for Yi Liu at Wintrust Financial Corporation.
Where is Yi Liu based?
Yi Liu is based in Princeton, New Jersey, United States while working with Wintrust Financial Corporation.
What companies has Yi Liu worked for?
Yi Liu has worked for Wintrust Financial Corporation, Td, and Jpmorgan Chase.
How can I contact Yi Liu?
You can use AeroLeads to view verified contact signals for Yi Liu at Wintrust Financial Corporation, including work email, phone, and LinkedIn data when available.
What schools did Yi Liu attend?
Yi Liu holds Ma, Economics from Yale University.
What skills is Yi Liu known for?
Yi Liu is listed with skills including Fair Lending Risk Analysis, Mortgage Modification, Loss Mitigation, Linear And Logistic Regressions, Sas Programming, Data Analysis, Process Improvement, and Vba.
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