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Nilay Chandra, Ph.D Email & Phone Number
Experienced Risk Modeler / CCAR / CECL / Predictive Analytics / Data Science / AI ML modeling / Econometric modeling / Ex JPMorgan Chase
at
Dun & Bradstreet
1 work email found
@discover.com
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✓ Verified May 2026
4 data sources
Profile completeness 100%
Current company
Role
Experienced Risk Modeler / CCAR / CECL / Predictive Analytics / Data Science / AI ML modeling / Econometric modeling / Ex JPMorgan Chase
Location
Jacksonville, Florida, United States
Who is Nilay Chandra, Ph.D? Overview
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Quick answer
Nilay Chandra, Ph.D is listed as Experienced Risk Modeler / CCAR / CECL / Predictive Analytics / Data Science / AI ML modeling / Econometric modeling / Ex JPMorgan Chase at Dun & Bradstreet, based in Jacksonville, Florida, United States. AeroLeads shows a work email signal at discover.com and a matched LinkedIn profile for Nilay Chandra, Ph.D.
Nilay Chandra, Ph.D previously worked as Director, Predictive Risk Analytics at Dun & Bradstreet and Sr. Manager — Data Science at Discover Financial Services. Nilay Chandra, Ph.D holds Executive Program, Machine Learning: From Data To Decisions from Massachusetts Institute Of Technology.
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Email format at Dun & Bradstreet
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*@discover.com
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Profile bio
About Nilay Chandra, Ph.D
Experienced Credit Risk ModelerProficient in Machine Learning modeling in Consumer and Wholesale Risk Modeling space. Expert in econometric modeling and forecasting, specializing in Credit Risk modeling and Regulatory Capital modeling. Summary of Qualification:• 10 years of experience in risk modeling and analytics (mortgage, retail & wholesale business banking). 15 years of experience in data analysis and data mining.• Effective leadership, and ability to build rapport and create strong partnership skills.• Experience in leading both in-depth technical conversations with risk and finance leaders and conveying simplified messaging on actionable outcomes to CxOs.• Ability to work under pressure, multitask, prioritize and manage deadlines. Highly motivated, self-starter and fast learner.Modeling Skills:-- Loss Forecasting / CCAR / CECL / ICAAP-- Scorecard Modeling (Portfolio Management models / Loan Origination models)-- Basel & Economic Capital Models (PD / LGD / EAD)-- Collections & Recovery Models-- Pricing Models-- Marketing ModelsMathematical proficiency:-- Machine Learning / AI (Supervised / Unsupervised Learning) -- (Gradient Boosting Model, Random Forest, Neural Network (RNN, CNN)-- Econometric Modeling (Panel Data Econometrics / Time Series)-- Optimization and Numerical Analysis-- Markov Chain Delinquency State Transition Model-- Rating Migration Model-- Monte Carlo Simulation-- Competing Risk Model & Survival analysis-- Logistic Regression-- LASSO Regression/ Ridge Regression-- Cluster analsysisTechnical Skills:-- PYTHON - Pandas, Numpy, Scipy, Scikit-learn, Matplotlib, Lifelines, Seaborn, Theano-- H2O-- SAS – Base SAS, SAS Macro, SAS/ETS, SAS / IML, SAS/STAT-- SQL -- HiveQL -- STATA-- Angoss Knowledge StudioDatabases: AWS Cloud (Snowflake / AIR 9 / Alation / GitHub / AirFlow), Hadoop, Teradata, DB2, Oracle.Digital Marketing Tools: Google Marketing Platform(Google Analytics, Campaign Manager and Search Ads 360), Adobe Site Catalyst and Clicktale
Listed skills include Time Series Analysis, Econometrics, Corporate Finance, Survival Analysis, and 25 others.
Current workplace
Nilay Chandra, Ph.D's current company
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7 roles
Nilay Chandra, Ph.D work experience
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Director, Predictive Risk Analytics
CurrentDeveloped Loan/Lease/Line of Credit Origination Models, Portfolio Management models using Machine Learning Techniques - LightGBM Model, XBoost Model.Assignining Credit LimitDeveloped CECL model for -- Account Receivables / Short term and Long Term Contract Assets. Manage multiple projectsCreated new risk products: - Disruption Index (Operation Risk Score).
May 2020 - Present
Sr. Manager — Data Science
Consumer Banking: PERSONAL LOANPricing and Marketing AnalyticsMachine Learning ModelingWeb Targeting & Email Click ModelDigital Analytics: Using Digital marketing tools - Google Marketing Platform (Google Analytics, Campaign Manager), Adobe Site Catalyst, ClicktaleWorking in Cloud space (Snowflake/AIR 9 /Alation/ GitHub/Airflow)
Jan 2019 - May 2020
Vice President
Business Banking:Loss Forecasting (i) CECL, CCAR, ICAAP, Budget (ii) Risk Modeling & Analytics (a) Markov Chain State Transition Models for small business portfolio (b) Grade Migration Models for Wholesale Business Banking portfolio (c) Hazard Rate modelsMachine Learning Modeling:(a) Gradient Boosting Model(b) Random Forest Model(c) Neural Network(d) Used.
Jun 2013 - Jan 2019
Asst. Vice President
Mortgage Banking:Loss Forecasting, Modeling for CCAR -- Markov Chain State Transition ModelNet Flow ModelEconomic Capital Modeling -- Competing Risk Model -- PD / LGD /EADBootstrappingNon-linear OptimizationRisk Modeling and AnalyticsBasel II, Pricing Analysis.
May 2010 - Jun 2013
Research Assistant Economic & Policy Analysis Research Center
Econometric Modeling & Hypothesis TestingConducting Monte Carlo Simulation.Applying both structural and reduced form models (probit model, logit, OLS, GLM).Programming in SAS, FORTRAN, STATA, MATLABData Analysis using SAS & MS-Excel,Working with Missouri work force data set and modeling their Retirement Behavior.Research Activity:(a) Credit Risk.
Oct 2005 - Apr 2010
Mar 2005 - Jul 2005
4 education records
Nilay Chandra, Ph.D education
Executive Program, Machine Learning: From Data To Decisions
Massachusetts Institute Of Technology
Ph.D, Econometrics
University Of Missouri-Columbia
M.A, Economics
Jawaharlal Nehru University
Education record
Delhi Public School
FAQ
Frequently asked questions about Nilay Chandra, Ph.D
Quick answers generated from the profile data available on this page.
What company does Nilay Chandra, Ph.D work for?
Nilay Chandra, Ph.D works for Dun & Bradstreet.
What is Nilay Chandra, Ph.D's role at Dun & Bradstreet?
Nilay Chandra, Ph.D is listed as Experienced Risk Modeler / CCAR / CECL / Predictive Analytics / Data Science / AI ML modeling / Econometric modeling / Ex JPMorgan Chase at Dun & Bradstreet.
What is Nilay Chandra, Ph.D's email address?
AeroLeads has found 1 work email signal at @discover.com for Nilay Chandra, Ph.D at Dun & Bradstreet.
Where is Nilay Chandra, Ph.D based?
Nilay Chandra, Ph.D is based in Jacksonville, Florida, United States while working with Dun & Bradstreet.
What companies has Nilay Chandra, Ph.D worked for?
Nilay Chandra, Ph.D has worked for Dun & Bradstreet, Discover Financial Services, Jpmorgan Chase & Co., University Of Missouri-Columbia, and Cuts Citee.
How can I contact Nilay Chandra, Ph.D?
You can use AeroLeads to view verified contact signals for Nilay Chandra, Ph.D at Dun & Bradstreet, including work email, phone, and LinkedIn data when available.
What schools did Nilay Chandra, Ph.D attend?
Nilay Chandra, Ph.D holds Executive Program, Machine Learning: From Data To Decisions from Massachusetts Institute Of Technology.
What skills is Nilay Chandra, Ph.D known for?
Nilay Chandra, Ph.D is listed with skills including Time Series Analysis, Econometrics, Corporate Finance, Survival Analysis, Sas, Arima, Statistical Modeling, and Garch.
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