Personal Information
Organização/Local de trabalho
San Francisco Bay Area United States
Cargo
Data Scientist at Prosper
Setor
Finance / Banking / Insurance
Sobre
Currently living in San Francisco Bay Area. I joined Prosper Marketplace in August, 2014 as their first Data Scientist. My work focuses on using machine learning algorithms to develop models that predict identity fraud and credit risk.
Completed Insight Data Science Program in July, 2014. Used 3 mil records of openFDA data to recommend prescription drug alternatives based on ranked personal aversions to side-effects.
Graduated Duke University (Ph.D.) in Psychology and Neuroscience, August, 2012. Used regression models and general linear models to predict choice behavior under economic risk using neuroimaging, eye-tracking, and behavioral data.
Methods: GBM, GLM, GAM, CART, Random Fores...
Apresentações
(3)Personal Information
Organização/Local de trabalho
San Francisco Bay Area United States
Cargo
Data Scientist at Prosper
Setor
Finance / Banking / Insurance
Sobre
Currently living in San Francisco Bay Area. I joined Prosper Marketplace in August, 2014 as their first Data Scientist. My work focuses on using machine learning algorithms to develop models that predict identity fraud and credit risk.
Completed Insight Data Science Program in July, 2014. Used 3 mil records of openFDA data to recommend prescription drug alternatives based on ranked personal aversions to side-effects.
Graduated Duke University (Ph.D.) in Psychology and Neuroscience, August, 2012. Used regression models and general linear models to predict choice behavior under economic risk using neuroimaging, eye-tracking, and behavioral data.
Methods: GBM, GLM, GAM, CART, Random Fores...