Machine Learning Modeling Manager
Lead a team build and manage machine learning models to support marketing initiatives.
Aug 2019 - Apr 2020
AeroLeads people directory · profile
Lu Xia Email & Phone Number
Machine Learning Modeling Manager at Discover Financial Services
1 work email found
@discover.com
2 phones found area 203
LinkedIn matched
✓ Verified May 2026
4 data sources
Profile completeness 86%
Role
Machine Learning Modeling Manager at Discover Financial Services
Location
Greater Chicago Area, United States, United States
Who is Lu Xia? Overview
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Quick answer
Lu Xia is listed as Machine Learning Modeling Manager at Discover Financial Services based in Greater Chicago Area, United States, United States. AeroLeads shows a work email signal at discover.com, phone signal with area code 203, and a matched LinkedIn profile for Lu Xia.
Lu Xia previously worked as Machine Learning Modeling Manager at Discover Financial Services and Loss Forecasting Lead Analyst at Synchrony. Lu Xia holds Master Of Science (Ms), Financial Mathematics from North Carolina State University.
Company email context
Email format at discover.com
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{first}{last}@discover.com
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Profile bio
About Lu Xia
• Experiences in portfolio risk management including portfolio risk related analysis, risk segmentation and risk control; • Project experiences in enterprise risk consulting concentrating on risk model developing and validation, including loss forecasting models, economic and regulatory capital models;• Strong quantitative and statistical background combined with advanced programming skill set in SAS/R, MATLAB, SQL and VBA/EXCEL.
Listed skills include Stochastic Calculus, Monte Carlo Simulation, Sas, Matlab, and 10 others.
5 roles
Lu Xia work experience
A career timeline built from the work history available for this profile.
Loss Forecasting Lead Analyst
- Manage model development lifecycle: model design, data analytics, segmentation analysis, variable selection, diagnostic testing and performance testing, submission for validation, implementation and ongoing monitoring.
- Involved in loss forecasting model development projects including SA LookAhead, Business Loss Forecasting model and Current Expected Credit Loss model.
May 2017 - Aug 2019
Model Validation Lead Analyst
- Performed independent model reviews, validated the design, accuracy and performance of statistical models, independently replicated the models, prepared questions and worked closely with model owners and model.
- Validated models include PPNR (Pre Provision Net Revenue) models for CCAR practice, Long Range Forecast model for FP&A (Financial Planning & Analysis)… Show more
- Validated models include PPNR (Pre Provision Net Revenue) models for CCAR practice, Long Range Forecast model for FP&A (Financial Planning & Analysis), and Asset Behavior model for ALM Show less
Sep 2014 - Apr 2017
Portfolio Risk Analyst
- Redesign Portfolio Offer Engine(POE) to simplify risk criteria with specific loss control objective, provide transparency and mitigate potential compliance risk
- Rebuilt monthly Portfolio Offer Engine Management Information System (POE MIS) report, and generate monthly POE MIS report on an ongoing basis
- Support Strategic Business Unit growth initiatives by managing Credit Qualification for portfolio engagement programs
- Support audit and compliance reviews as pertaining to… Show more
- Support audit and compliance reviews as pertaining to Portfolio Risk, perform ad-hoc portfolio analysis, and involve in portfolio related projects Show less
Jun 2013 - Aug 2014
Enterprise Risk Service Consultant
- Assisted a top US bank with its end to end data testing and validation process for Basel II regulatory reporting calculators, primarily focusing on OTC derivatives, Repo and prime brokerage margin loan portfolio..
- Validated credit card portfolio loss forecast models including transition matrix model, roll-rates model and loss curves model for a major US bank, independently… Show more
- Validated credit card portfolio loss forecast models including transition matrix model, roll-rates model and loss curves model for a major US bank, independently replicated more than 30 Excel based short term loss.
- Involved in validation project for a top US bank on Moody’s Analytics RiskFrontier model, provided multiple model validation reports based on different purposes of model utilization, including economic capital.
- Supporting in development of small business scorecard model for one regional bank, using logistic regression in SAS Show less
Jan 2011 - May 2013
2 education records
Lu Xia education
Master Of Science (Ms), Financial Mathematics
Bachelor'S Degree, Finance, General
FAQ
Frequently asked questions about Lu Xia
Quick answers generated from the profile data available on this page.
What is Lu Xia's role at their current company?
Lu Xia is listed as Machine Learning Modeling Manager at Discover Financial Services.
What is Lu Xia's email address?
AeroLeads has found 1 work email signal at @discover.com for Lu Xia.
What is Lu Xia's phone number?
AeroLeads has found 2 phone signal(s) with area code 203 for Lu Xia.
Where is Lu Xia based?
Lu Xia is based in Greater Chicago Area, United States, United States.
What companies has Lu Xia worked for?
Lu Xia has worked for Discover Financial Services, Synchrony, Synchrony Financial, Chase, and Deloitte.
How can I contact Lu Xia?
You can use AeroLeads to view verified contact signals for Lu Xia, including work email, phone, and LinkedIn data when available.
What schools did Lu Xia attend?
Lu Xia holds Master Of Science (Ms), Financial Mathematics from North Carolina State University.
What skills is Lu Xia known for?
Lu Xia is listed with skills including Stochastic Calculus, Monte Carlo Simulation, Sas, Matlab, R, Time Series Analysis, Derivatives, and Sas Programming.
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