Date:
June 22, 2023
Time:
11:00 - 12:00 p.m. EDT
Presented By:
Stuart Kozola - Director of Product Marketing, dotDat
Karthik Chandrasekhar – SVP, Decision Science
Location:
Virtual Event
Managing risk is crucial for all businesses, but even more so during economically uncertain times.
Auto Lender Exeter Finance had leveraged industry knowledge and subject matter expertise to generate features from the vast amounts of transactional data related to the performance of its auto loans. But, it felt that it needed a more powerful model for this purpose.
Join Exeter Finance SVP of Decision Science Karthik Chandrasekhar and dotData Director of Product Marketing and PRIMIA member Stuart Kozola to discuss how Exeter leveraged the power of their own data and Machine Learning to identify new risk insights that resulted in lower risks from payment defaults.
Our expert speakers will share their knowledge and experience on how to identify, analyze, and manage risks using data-driven insights. You'll also have the opportunity to ask questions during our interactive Q&A session.
Attendee Takeaways:
Why third-party data is insufficient for an effective “predictive” risk profile.
Why Exeter used data-centric discovery to build more effective predictive models.
The role of automation in building predictive models in-house, without adding staff.
| About Our Experts |
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Stuart Kozola - Director of Product Marketing, dotData
Stuart has over twenty-five years of experience applying data science and machine learning techniques to real-life applications spanning science, engineering, and business. Stuart began his career as an aerothermal engineer at Pratt & Whitney, where he holds patents as a result of solving thermoacoustic instabilities in a combustion system. In 2006, he joined MathWorks as a Product Marketing Manager, where he managed the product strategy and go-to-market activities for statistics, optimization, econometrics, and quantitative finance products and worked directly with clients to solve pressing problems through applied data science. Stuart holds a Financial Risk Manager designation from GARP and is a sustaining member of PRIMA. Since 2022, Stuart has been leading the product marketing function at dotData, an award-winning platform for automated feature engineering.
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Karthik Chandrasekhar – SVP, Decision Science
Karthik Chandrasekhar is the Senior Vice President of Decision Science at Exeter Finance LLC. Karthik started his career in Operations Research at Avis Rent-A-Car where he developed linear programming models. In 2003, he took his first assignment in the Auto Finance industry by joining Chase Auto Finance, followed by Santander Consumer and Ally Financial. At Exeter, his team uses Machine Learning to develop predictive models that enable data-driven strategies throughout the entire auto loan life cycle, from customer acquisition to loan default.
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Thank you to our sponsor
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| Continued Risk Learning Credits: 1 |
PRMIA Continued Risk Learning (CRL) programs provide you with the opportunity to formally recognize your professional development, documenting your evolution as a risk professional. Employers can see that you are not static, making you a highly valued, dynamic, and desirable employee. The CRL program is open to all Contributing, Sustaining, and Risk Leader members, providing a convenient and easily accessible way to submit, manage, track and document your activities online through the PRMIA CRL Center. To request CRL credits, please email [email protected].