Image of Maoqi Xu

Maoqi Xu

Data Scientist

Staff Data Scientist at Adobe

San Francisco Bay Area

Section title

Maoqi Xu's Email Addresses & Phone Numbers

Maoqi Xu's Work Experience

Adobe

Data Scientist

August 2016 to January 2018

San Francisco Bay Area

Adobe

Staff Data Scientist/Machine Learning Engineer

San Francisco Bay Area

Adobe

Sr. Data Scientist/Machine Learning Engineer

January 2018 to January 2020

San Francisco Bay Area

Maoqi Xu's Education

Wuhan No.3 Middle School

University of Southern California

Doctor of Philosophy (Ph.D.), Computational Biology and Bioinformatics

2011 to 2016

University of Southern California

Master's degree, Computer Science, 3.9/4.0

2014 to 2014

Maoqi Xu's Professional Skills Radar Chart

Based on our findings, Maoqi Xu is ...

Purposeful
Self-reliant
Thoughtful

What's on Maoqi Xu's mind?

Based on our findings, Maoqi Xu is ...

56% Left Brained
44% Right Brained

Maoqi Xu's Estimated Salary Range

About Maoqi Xu's Current Company

Adobe

Frequently Asked Questions about Maoqi Xu

What company does Maoqi Xu work for?

Maoqi Xu works for Adobe


What is Maoqi Xu's role at Adobe?

Maoqi Xu is Data Scientist


What is Maoqi Xu's personal email address?

Maoqi Xu's personal email address is ma****[email protected]


What is Maoqi Xu's business email address?

Maoqi Xu's business email address is m****[email protected]


What is Maoqi Xu's Phone Number?

Maoqi Xu's phone (**) *** *** 428


What industry does Maoqi Xu work in?

Maoqi Xu works in the Research industry.


Who are Maoqi Xu's colleagues?

Maoqi Xu's colleagues are Emily Walpole, Trevor Morgan, Jessica Wong, Janis Lee, Jeannie Tran, Saman Mousavi, Michael Klein, Sharleen Sy, Elizabeth Leon, and Yan Li


About Maoqi Xu

📖 Summary

Data Scientist @ Adobe From August 2016 to January 2018 (1 year 6 months) San Francisco Bay AreaStaff Data Scientist/Machine Learning Engineer @ Adobe San Francisco Bay AreaSr. Data Scientist/Machine Learning Engineer @ Adobe From January 2018 to January 2020 (2 years 1 month) San Francisco Bay AreaResearch Assistant @ University of Southern California · Proposed ELT2 – an empirical likelihood ratio test that is robust to individual heterogeneity for differential expression analysis of RNA-seq data. Programmed and implemented it in MATLAB.· Designed simulations and real data analysis to validate the method’s advantages over other current packages. Improved the transcriptomic studies of cancers and other complex diseases. From August 2011 to July 2016 (5 years) Greater Los Angeles AreaTeaching Assistant @ University of Southern California · Led discussion session of BISC 305: Introduction to Statistics for Biologists. Explained practical applications of different statistical methods. From August 2013 to December 2013 (5 months) Greater Los Angeles AreaData Scientist Intern @ Adobe • Worked as a data scientist intern in Digital Marketing. • Cooperated with the Sales Operations team to predict potential customers’ propensity to purchase Adobe products. Solved missing value problem in the original data set. Applied various models for the prediction, including Logistic Regression, Random Forest and Neural Network.• Created a deep learning model for the prediction. Implemented in R. Improved the AUC of ROC curve by 5% and validated it through cross validation. From May 2015 to August 2015 (4 months) San Francisco Bay AreaResearch Assistant @ Peking University · Implemented sequence based classification method (k-tuple counting) in C for biological motif identification. Increased the speed and accuracy of motif identification, especially for promoters and enhancers. From April 2009 to July 2011 (2 years 4 months) Beijing City, China


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Maoqi Xu's Personality Type

Introversion (I), Intuition (N), Thinking (T), Judging (J)

Average Tenure

1 year(s), 11 month(s)

Maoqi Xu's Willingness to Change Jobs

Unlikely

Likely

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Maoqi Xu's Social Media Links

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