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Sumedh Ambokar

Operations Associate

San Francisco, California, United States7 yrs 6 mos experience
Most Likely To SwitchHighly Stable

Key Highlights

  • PhD in Economics with expertise in quantitative modeling.
  • Experience in predictive modeling for credit risk management.
  • Strong presentation skills influencing senior leadership decisions.
Stackforce AI infers this person is a Fintech quantitative modeler specializing in credit risk analysis and predictive modeling.

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Skills

Core Skills

Quantitative AnalysisCredit Risk ManagementFinanceSoftware DevelopmentData Analysis

Other Skills

LinuxExecutive PresentationsInterest RatesAnalytical SkillsQuantitative Analysis (Finance)SQLPython (Programming Language)Statistical ModelingBig DataInvestment BankingStructured FinanceMortgage IndustryPredictive ModelingPresentation SkillsBig Data Analytics

About

I am an experienced post-PhD quantitative modeler using large and complex data sets, coding languages like Python, SQL, R and cloud-based technologies like Spark, AWS and Databricks. I analyze existing model outputs to identify and test hypotheses, which I use to build and improve predictive econometric models to predict consumer credit default events and amounts. I use these models in loss forecasting, quarterly allowance, CECL and DFAST stress testing of Capital One's US credit card portfolio of over $150 billion. I interact with all the internal stakeholders/cross-functional partner teams and present data-driven stories and recommendations to influence senior leadership decisions. Previously, I graduated with a PhD in Economics from the University of Pennsylvania with a thesis estimating the search costs of US mortgage borrowers, statistical discrimination by lenders and its impact on monetary policy transmission to consumption. I also did an internship at AQR Capital in the fixed income research group evaluating term structure model estimation by linear regression. I was a quantitative strategist in the investment banking division of Goldman Sachs after a MBA at Indian Institute of Management, Ahmedabad (IIMA). I was also a software developer at Oracle after completing a Bachelor and Master of Technology at Indian Institute of Technology, Bombay (IITB).

Experience

7 yrs 6 mos
Total Experience
3 yrs 9 mos
Average Tenure
5 yrs 10 mos
Current Experience

Capital one

2 roles

Manager, Quantitative Analysis

Aug 2022Present · 3 yrs 9 mos · McLean, Virginia, United States

LinuxExecutive PresentationsQuantitative AnalysisCredit Risk Management

Principal Quantitative Modeler

Jun 2020Jul 2022 · 2 yrs 1 mo · McLean, Virginia, United States

LinuxExecutive PresentationsQuantitative AnalysisCredit Risk Management

Aqr capital management

Quantitative Research Intern

Jun 2019Aug 2019 · 2 mos · New York City Metropolitan Area

Interest RatesAnalytical Skills

Goldman sachs

Quantitative Strategist

May 2014Jul 2014 · 2 mos

Quantitative Analysis (Finance)FinanceQuantitative Analysis

Oracle

Member Technical Staff

Aug 2010Apr 2012 · 1 yr 8 mos · Bangalore, India

LinuxSQLSoftware DevelopmentData Analysis

Education

University of Pennsylvania

Doctor of Philosophy (PhD) — Economics

Jan 2014Jan 2020

Indian Institute of Management Ahmedabad

Master of Business Administration (MBA)

Jan 2012Jan 2014

Indian Institute of Technology, Bombay

Bachelor and Master — Computer Science and Engineering

Jan 2005Jan 2010

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