Roie Fields
Manager, Underwriting at Propel Holdings
Based in Canada
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Seniority
Manager
Department
Finance & Accounting
Location
Canada
Industry
Financial Services
Company size
510
Contact information
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r•••••••@propelholdings.com
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Background
About Roie Fields
As a Data Scientist, I use Python (Pandas, NumPy, scikit-learn), Java, and SQL to find interesting and actionable insights from large datasets. In my current role in the credit industry, I focus primarily on building proprietary models to evaluate risk on potential loans. I also investigate cases of potential fraud, and perform timeseries analysis to optimize both underwriting and collections processes. I received my Master's in Mathematics with a Specialization in Artificial Intelligence from the University of Guelph in August 2021. I Developed evolutionary and reinforcement learning algorithms to find Generalized Nash Equilibriums in Game Theory problems. Other academic work includes constructing models for COVID-19 and for forest fires.
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