Sophia Liu-Online Controlled Experimentation At Scal.pdf
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Sophia Liu (LinkedIn), Data scientist in Analysis and Experimentation (A&E) at Microsoft. Microsoft A&E team
runs thousands of experiments per month for products across Microsoft such as Bing, MSN, Skype, Windows,
Xbox, Office and etc. Dr. Liu received her M.S. and PhD degrees in Electrical Engineering from Columbia
University and Northwestern University in 2012 and 2016, respectively. During her graduate study, she has won
two best paper awards out of 14 international publications and conducted internships in Bell Labs, Cisco and
Alliance Data Systems. At Microsoft, she works with Windows and Edge browser team to improve products and
user experience with experimentation. Dr. Liu has given 50+ public talks in international conferences, local
events and outreach programs and are specialized in audience engagement. One of her past talk attendees,
who is a master student at University of Washington, has put it “This is the best talk I have ever seen in my life
so far!” Dr. Liu also served as an adjunct lecturer at Northwestern University and lecturer for multiple
online/in-person training programs which consists of hundreds of attendees.
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