Walleye Trading - Greater Minneapolis-St. Paul Area since Nov 2012
Quantitative Analyst
Knight Capital Group - Santa Clara, CA Jun 2012 - Aug 2012
Quantitative Analyst Intern
Travelers - St paul, minnesota May 2011 - Aug 2011
R&D Intern
Travelers - Hartford, Connecticut Area May 2010 - Aug 2010
R&D Intern
Education:
University of Minnesota-Twin Cities 2007 - 2013
PhD, Statistics
Peking University 2003 - 2007
B.S, Mathematics, Economics
Skills:
R Time Series Analysis Sas Statistics Data Mining C C++ Statistical Modeling Predictive Modeling Bayesian Statistics Machine Learning Algorithms Stochastic Processes Unix Shell Scripting Java Python Regression Hive Apache Pig Git Text Mining
Interests:
Traveling Chess Statistical Modeling High Frequency Trading Market Making Data Mining Music Composing
Certifications:
Neural Networks and Deep Learning Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization Structuring Machine Learning Projects Introduction To Recommender Systems: Non-Personalized and Content-Based Nearest Neighbor Collaborative Filtering Convolutional Neural Networks Text Mining and Analytics Deep Learning Nano Degree