Senior Machine Learning Engineer at Salesforce
Sunnyvale, California, United States
Salesforce
Senior Machine Learning Engineer
Palo Alto, California, United States
Senior Machine Learning Engineer
December 2019 to March 2020
Greater New York City Area
Machine Learning Engineer
February 2017 to November 2019
Greater New York City Area
Carnegie Mellon University
Teaching Assistant
September 2016 to December 2016
Greater Pittsburgh Area
Carnegie Mellon University
Research Assistant
January 2016 to December 2016
Greater Pittsburgh Area
Machine Learning Engineer Intern
May 2016 to August 2016
Greater New York City Area
Knowledge Engineering Group, Tsinghua University
Research Assistant
June 2013 to February 2015
Beijing City, China
Carnegie Mellon University
Master’s Degree, Language Technologies Institute, School of Computer Science
2015 to 2016
Beijing University of Post and Telecommunications
Bachelor’s Degree, Information Engineering, School of Information and Communication Engineering
2010 to 2014
What company does Jingyuan Liu work for?
Jingyuan Liu works for Salesforce
What is Jingyuan Liu's role at Salesforce?
Jingyuan Liu is Senior Machine Learning Engineer
What industry does Jingyuan Liu work in?
Jingyuan Liu works in the Computer Software industry.
Who are Jingyuan Liu's colleagues?
Jingyuan Liu's colleagues are Jim Dovey, Rohan Ramanath, Chong Won, Tanmay Khemka, Xingyu Chen, Sergio Burgos, Lucas Wang, Ben Nussbaum, Preethi Nagashri, and Thao Bach
📖 Summary
Senior Machine Learning Engineer @ Salesforce Einstein AI Language Team: Machine Learning, NLP, Deep Learning Palo Alto, California, United StatesSenior Machine Learning Engineer @ LinkedIn • New York Data Relevance Team: Machine Learning, NLP, Deep Learning;• Major contributor for online company resolution for structured data project; From December 2019 to March 2020 (4 months) Greater New York City AreaMachine Learning Engineer @ LinkedIn • New York Data Relevance Team: Machine Learning, NLP, Deep Learning;• Project lead for company pages feed relevance project;• Major contributor for offline company resolution for structured data project;• Project lead for offline company resolution for unstructured data project; From February 2017 to November 2019 (2 years 10 months) Greater New York City AreaTeaching Assistant @ Carnegie Mellon University • CMU Machine Learning Department TA for Prof. William Cohen on Machine Learning with Large Datasets (10605)• Scalable Machine Learning Topics: sparse and distributed SGD, randomized algorithms, deep learning, parameter server, and e.t.c. From September 2016 to December 2016 (4 months) Greater Pittsburgh AreaResearch Assistant @ Carnegie Mellon University • Joined CMU Petuum Team, worked with Prof. Eric Xing on parameter server applications.• Integrated Mesos with parameter server for fine-grained resource management.• Implemented data-parallel distributed stratified SGD for Non-negative Matrix Factorization via parameter server From January 2016 to December 2016 (1 year) Greater Pittsburgh AreaMachine Learning Engineer Intern @ LinkedIn • Joined LinkedIn NY Data Relevance Team;• Data processing and feature extraction with MapReduce framework;• Implemented ordinal regression from scratch for estimating company revenue, improving precision by 10+%. From May 2016 to August 2016 (4 months) Greater New York City AreaResearch Assistant @ Knowledge Engineering Group, Tsinghua University • Joined THU Knowledge Engineering Group, worked with Prof. Jie Tang and Dr. Debing Liu.• Developed the Web backend server of AMiner-mini system under J2EE Tapestry framework.• Purposed three-phases framework for author name disambiguation, improving accuracy by 6%.• Combined LDA,Language Model,and Random Walk ranking scores for academic search, improving accuracy by8%. From June 2013 to February 2015 (1 year 9 months) Beijing City, China
Introversion (I), Sensing (S), Thinking (T), Perceiving (P)
1 year(s), 1 month(s)
Unlikely
Likely
There's 94% chance that Jingyuan Liu is seeking for new opportunities
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