Data Science Consultant
Increase the click-through rate of Tripadvisor vacation rental newsletter by 32% (a net increase of 11,250 members who clicked through newsletter) by incorporating clicking data and fitting new model using Tableau for data analysis and R-studio for modeling;Improve the click-through rate of vrnl by sending out themed newsletter with topics like adventure, beach, rural and ski. Responsible for selecting target subscribers who have a related tag or have viewed related geos before and selecting target geos by analyzing keyword ratio of geos;Generate recommendation for 7.7 million subscribers of Flipkey and Holiday Lettings newsletter every week based on member inquiry, booking and home origin info using SQL server, hive, FileZilla and ExactTarget; prepare detailed documentation for internal use and stats for client;Work on automation of all newsletters to reduce manual effort.