Aditi Singh

Aditi Singh is a data scientist and financial professional currently serving as Vice President - Cards Digital Acquisitions at Citi in New York.1 Her career trajectory showcases significant experience in the banking and finance sector, particularly in data modeling and risk management.

Professional Experience

Aditi has over 5 years of demonstrated experience in data science, specializing in:

• Loss forecasting models for regulatory requirements (CCAR/DFAST, IFRS9, ICAAP, and CECL)
• Scoring models for portfolio management, acquisition, and recovery strategies within credit risk1

Her career at Citi has progressed through several roles:

• Vice President (November 2021 - Present)
• Assistant Vice President - Cards Digital Acquisitions (September 2020 - November 2021)
• Manager (Model Risk Management, CCAR) (February 2019 - July 2019)
• Assistant Manager (Model Risk Management, CCAR) (December 2016 - January 2019)1

Prior to Citi, Aditi worked at Royal Bank of Scotland Business in roles related to consumer credit risk models and debt management.1

Education and Certifications

Aditi's educational background includes:

• Master of Science in Business Analytics from the University of Cincinnati Carl H. Lindner College of Business (2019-2020)
• Master's Degree in Economics from Delhi School of Economics (2012-2014)
• B.A. (Hons) in Economics from Shri Ram College of Commerce (2009-2012)1

She is also certified as a Financial Risk Manager (FRM) by GARP, obtained in September 2017.1

Skills

Aditi's technical skills include:

• Tools & Languages: R, Python, SQL, SAS, and Tableau
• Data Mining/Modeling: Logistic Regression, ARIMA, Linear Regression, Net Flow, State Transition Matrix1

Her combination of academic background in economics and business analytics, along with her practical experience in data science and risk management, positions her as a versatile professional in the financial sector.