Director, Data Science at Credit Karma
San Francisco Bay Area
Director, Data Science @ Credit Karma Senior Principal Engineering Manager @ Apple o Algo/Machine Learning team leado Relevance/ranking modelingo Hierarchical vector space embeddingo Seasonality modeling/time series modeling From November 2017 to April 2020 (2 years 6 months) Staff Data Scientist @ Slacker Radio o Recommendation engine design and implementation, and application to musico Audio digital signal processingo...
Director, Data Science @ Credit Karma Senior Principal Engineering Manager @ Apple o Algo/Machine Learning team leado Relevance/ranking modelingo Hierarchical vector space embeddingo Seasonality modeling/time series modeling From November 2017 to April 2020 (2 years 6 months) Staff Data Scientist @ Slacker Radio o Recommendation engine design and implementation, and application to musico Audio digital signal processingo Complete data analysis pipelineo Fraud detectiono User behavior profiling/clustering, feature engineering, statistical modelingo Text mining and lyrics processingo Community detection in social graphso Topic modeling/genre extraction in music spaceo Predictive modeling of user behavior/Churn prediction From 2015 to November 2017 (2 years) San DiegoConsultant @ Micron Technology o Application of novel computing architecture in scientific data processingo Optimizing machine learning algorithms for distributed computing systemso System performance analysis From 2014 to September 2015 (1 year) project scientist @ RCUH o Numerical simulations and finite element analysis (hydrothermal/stress) o Supertorrefication of biomass into biofuelso Reactor design analysis and validationo Supertorrefication prototype reactor designso Gen IV Two-fluid molten salt nuclear breeder reactor design From January 2011 to December 2014 (4 years) Assistant Research Fellow @ ASIAA o Theoretical Astrophysicso Scientific computing/Numerical Simulationo Data modelingo Magnetohydrodynamicso General Relativity From 2004 to 2010 (6 years) TaiwanAssistant Professor @ National Tsing Hua University o Theoretical Astrophysicso Scientific computing/Numerical Simulationo Data modelingo Magnetohydrodynamicso General Relativity From 2004 to 2010 (6 years) Taiwan
Credit Karma
Director, Data Science
Apple
Senior Principal Engineering Manager
November 2017 to April 2020
Slacker Radio
Staff Data Scientist
2015 to November 2017
San Diego
Micron Technology
Consultant
2014 to September 2015
RCUH
project scientist
January 2011 to December 2014
ASIAA
Assistant Research Fellow
2004 to 2010
Taiwan
National Tsing Hua University
Assistant Professor
2004 to 2010
Taiwan
What company does Michael Cai work for?
Michael Cai works for Credit Karma
What is Michael Cai's role at Credit Karma?
Michael Cai is Director, Data Science
What industry does Michael Cai work in?
Michael Cai works in the Research industry.
Who are Michael Cai's colleagues?
Michael Cai's colleagues are Marcus Kilian, Dawn Ramsay, Tsuyonobu Hatazawa, Florence Boitard, Jacqui Huston, Vincenzo Tumino, Adrian Robson, Matthias Mauch, Oliver Chick, and Fahmi Mohamed (M.B.A)
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