Working Experience
Air Products & Chemicals,Allentown, PA, Summer 2015
Ph.D. Student Intern at Process Data Technology Group
Performed data consolidation and reconciliation for plant process data from multiple databases.
Developed and compared a series of prediction models (GLMM, PCR, PLSR and CART) for furnace optimal production condition prediction using Matlab.
Sabre Corporation, Southlake, TX, Summer 2012
Summer Research Intern at Sabre Research Group
Analyzed unconstrained demand data for a startup airline company with Mr. Ross Darrow and Mr. Richard Ratliff.
Applied classification and regression tree models for seasonality detection and variable selection. Developed time series models and linear regression models for demand forecasting using R and SAS.
Evaluated the performance of different models and presented it to the Sabre Research Group.
Industry Guest Speakers:
Amazon, Autogefühl, Edmunds.com Inc, Enterprise Rent-A-Car, Hopper, Petco, Porsche Cars North America, PROS, Tailored Brands, Target, Telescope望远镜, Toyota Financial, Wayfair