Edwin Andrews
Director of Machine Learning at Capital One | Great Falls, Virginia, United States
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As the Director of Machine Learning at Capital One, Edwin Andrews is at the forefront of integrating advanced machine learning techniques into the financial services sector. With a robust background in finance and a passion for technology, Edwin leads a talented team of 15 MLOps engineers dedicated to developing innovative tools that streamline the model development and deployment process. His current focus on modernizing loss forecasting (LF) is particularly noteworthy, as this initiative plays a critical role in managing the $3 billion allowance used for financial reporting and stress testing. By migrating the LF platform to Kubeflow Pipelines, Edwin is enabling the execution of thousands of machine learning models, significantly enhancing the efficiency and accuracy of financial predictions.
Edwin’s expertise in financial modeling, data analysis, and statistical modeling is complemented by his professional certifications, including the Chartered Financial Analyst (CFA) designation and the Financial Risk Management certification from GARP. His strategic vision is shaped by his experience as President and Portfolio Manager for the Madison Investment Fund at James Madison University, where he honed his skills in investment management and equity analysis within the technology sector. As a member of the Structured Finance Industry Group, sponsored by Deloitte, Edwin remains engaged with industry trends and best practices, ensuring that Capital One stays ahead in the competitive landscape of financial technology. Through his leadership, Edwin is not only advancing Capital One’s machine learning capabilities but also contributing to the broader evolution of risk management and financial analysis in the industry.
Director of Machine Learning at Capital One in August 2023 to Present
Director, Data Science Quantitative - Loss Model Development at Capital One in July 2022 to August 2023
Senior Manager, Data Science Quantitative - Balance Model Development at Capital One in February 2021 to July 2022
Manager, Data Science Quantitative - Balance Model Development at Capital One in February 2019 to February 2021
Advisory Manager at Deloitte in September 2016 to February 2019
Advisory Senior Consultant at Deloitte in September 2014 to September 2016
Advisory Consultant at Deloitte in September 2012 to September 2014
Intern at Wells Fargo Advisors in May 2009 to August 2009
Intern at Citi Smith Barney in May 2005 to August 2008
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Quantitative Analytics
Statistics
SQL
Data Science
Machine Learning
Apache Spark
Pandas (Software)
Time Series Analysis
Python (Programming Language)
International Financial Reporting Standards (IFRS)
Current Expected Credit Loss (CECL)
Stress Testing
SAS (Programming Language)
Securitization
SAS
Data Analysis
Bloomberg Terminal
Financial Modeling
Finance
Access
Investment Management
Portfolio Management
Financial Analysis
Valuation
Project Management
PowerPoint
Visual Basic
Mutual Funds
Economics
Financial Risk
Derivatives
Model Development
Model Validation
Econometric Modeling
Statistical Modeling
Econometrics
Risk Management
Quantitative Finance
SAS Programming
Economic Data Analysis
Dask
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Discover more about Capital OneWhat is Edwin Andrews email address?
Email Edwin Andrews at [email protected] and [email protected]. This email is the most updated Edwin Andrews email found in 2026.
What is Edwin Andrews phone number?
Edwin Andrews phone number is +19734598611 and +19737267771.
How to contact Edwin Andrews?
To contact Edwin Andrews send an email to [email protected] or [email protected]. If you want to call Edwin Andrews try calling on +19734598611 and +19737267771.
What company does Edwin Andrews work for?
Edwin Andrews works for Capital One
What is Edwin Andrews's role at Capital One?
Edwin Andrews is Director of Machine Learning
What industry does Edwin Andrews work in?
Edwin Andrews works in the Financial Services industry.
Edwin Andrews Email Addresses
Edwin Andrews Phone Numbers
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