Nan Li
Data Scientist
Data Scientist at Facebook
San Francisco Bay Area
Section title
Nan Li's Email Addresses & Phone Numbers
About Nan Li
My research interests lie in data mining and machine learning. I build a variety of statistical models and machine learning tools to solve interesting data problems, such as predictive modeling, personalized recommendations, search, and relevance ranking. Computationally speaking, I have experiences in supervised learning including classification/regression and regularization algorithms, unsupervised learning such as topic models, regularized mixture...
My research interests lie in data mining and machine learning. I build a variety of statistical models and machine learning tools to solve interesting data problems, such as predictive modeling, personalized recommendations, search, and relevance ranking. Computationally speaking, I have experiences in supervised learning including classification/regression and regularization algorithms, unsupervised learning such as topic models, regularized mixture models and graphical models, and reinforcement learning using function approximation. I also played with Bayesian online learning, feature learning and selection, and so on. During my Ph.D. studies, I designed a myriad of probabilistic models and combinatorial algorithms for projects in large-scale graph mining and analytics, ranging from graph indexing and querying, to graph anomaly detection. I also designed solutions for various business analytics and optimization projects.Data Scientist @ Core data science team From February 2015 to Present (11 months) Data Scientist @ Applied machine learning division From May 2014 to February 2015 (10 months) San Francisco Bay AreaData Scientist @ Building statistical models and machine learning tools to enhance user experience in online work marketplace Projects: - Customer classification and clustering - Topic modeling for feature learning - Freelancer ranking using Bayesian online learning From August 2013 to May 2014 (10 months) San Francisco Bay AreaResearch Assistant @ Graph mining, data mining, machine learning, statistical modeling, business analytics, etc. From September 2008 to September 2013 (5 years 1 month) Microsoft Research Intern @ Statistical modeling and inference Project: a Bayesian online learning framework to rank contestants for a crowd-sourcing task based on their past performances, using factor graphs and inference From December 2012 to March 2013 (4 months) Cambridge, United KingdomBing RSDE Intern @ Project: Entity recognition and linkage Team: Document Understanding, Bing Indexing and Knowledge From June 2012 to September 2012 (4 months) Research Intern @ Markov decision process modeling Project: customer lifetime value maximization and cross-sell optimization using Markov decision process and function approximation Team: Data Analytics and Customer Insights Team, Business Analytics and Mathematical Sciences Department From June 2010 to September 2010 (4 months) Research Assistant @ Financial forecasting, sentiment Analysis, time series analysis, etc. From September 2005 to June 2008 (2 years 10 months) Intern @ Project: connection network intelligence Team: Business Intelligence Team From July 2007 to September 2007 (3 months) Intern @ Project: JVM resource management Team: Autonomic Middleware and Service Delivery Team From October 2006 to April 2007 (7 months) Ph.D., Computer Science @ University of California, Santa Barbara From 2008 to 2013 M.S., Computer Science @ Peking University From 2005 to 2008 B.E., Computer Science @ Wuhan University From 2001 to 2005 Nan Li is skilled in: Data Mining, Machine Learning, Algorithms, Computer Science, Time Series Analysis, Graph Mining, Java, Algorithm Design, C++, LaTeX, Optimization, Artificial Intelligence, R, Pattern Recognition, Eclipse
Nan Li’s Personal Email Address, Business Email, and Phone Number
are curated by ContactOut on this page.Nan Li's Work Experience
Data Scientist
February 2015 to Present
Apple
Data Scientist
May 2014 to February 2015
San Francisco Bay Area
oDesk
Data Scientist
August 2013 to May 2014
San Francisco Bay Area
Computer Science Dept., UC Santa Barbara
Research Assistant
September 2008 to September 2013
Microsoft
Microsoft Research Intern
December 2012 to March 2013
Cambridge, United Kingdom
Microsoft
Bing RSDE Intern
June 2012 to September 2012
IBM Thomas J. Watson Research Center
Research Intern
June 2010 to September 2010
Computer Science Dept., Peking University
Research Assistant
September 2005 to June 2008
IBM China Research Lab
Intern
July 2007 to September 2007
IBM China Research Lab
Intern
October 2006 to April 2007
Frequently Asked Questions about Nan Li
What company does Nan Li work for?
Nan Li works for Facebook
What is Nan Li's role at Facebook?
Nan Li is Data Scientist
What is Nan Li's personal email address?
Nan Li's personal email address is l****[email protected]
What is Nan Li's business email address?
Nan Li's business email addresses are not available
What is Nan Li's Phone Number?
Nan Li's phone (**) *** *** 337
What industry does Nan Li work in?
Nan Li works in the Computer Software industry.
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Nan Li's Social Media Links
www.cs.ucs...