Ming Liu

Ming Liu Email and Phone Number

Sr Director of Machine Learning @ WEX
San Diego, CA, US
Ming Liu's Location
San Diego, California, United States, United States
Ming Liu's Contact Details

Ming Liu personal email

n/a
About Ming Liu

As a specialist in machine learning, artificial intelligence, and data mining, I have extensive experience in using these technologies to deliver large-scale classification, ranking, and recommendation solutions for fintech and advertising domains. My expertise includes machine learning, artificial intelligence, data mining, information retrieval, and audio, image, and video search.

Ming Liu's Current Company Details
WEX

Wex

View
Sr Director of Machine Learning
San Diego, CA, US
Website:
wexinc.com
Employees:
5086
Ming Liu Work Experience Details
  • Wex
    Sr Director Of Machine Learning
    Wex
    San Diego, Ca, Us
  • Marqeta
    Senior Director Of Machine Learning
    Marqeta Sep 2023 - Present
    Oakland, California, Us
    Lead the strategic direction of AI and Machine Learning initiatives at Marqeta, overseeing critical tasks that include shaping fraud risk models, improving credit underwriting, establishing a knowledge graph of payment information, automating business operations, creating tailored recommendation systems, implementing LLM-based automated agents, and more.
  • Credit Karma
    Senior Director Of Data Science At Credit Karma
    Credit Karma Oct 2019 - Jul 2023
    Oakland, California, Us
    As the leader of the data science team at CreditKarma, I am responsible for building AI/ML models to power a personalized financial offer marketplace and prevent fraud activity on the CK platform and in money movement.
  • Intuit
    Director Of Data Science
    Intuit 2019 - Oct 2019
    Mountain View, California, Us
    In my role at Turbo Tax, I oversee the development of data science modeling for various initiatives, including marketing optimization, personalized tax experiences, personalized financial recommendations, machine learning-based customer care, AI-enhanced tax expert support, and machine learning-based operational optimization.
  • Apple
    Head Of Algo
    Apple 2016 - 2019
    Cupertino, California, Us
    As the leader of the algorithm development team, I oversee the creation of large-scale systems for search ads, including ads ranking, query understanding and expansion pipelines, ads performance prediction modeling, and auction marketplace management.
  • Ebay
    Engineering Manager
    Ebay Mar 2012 - 2015
    San Jose, Ca, Us
    As a hands-on research and development engineering manager with a strong background in machine learning, information retrieval, and data mining, I have solid experience in algorithm design and the implementation of large-scale systems. I am highly skilled in machine learning and data mining techniques, and have a successful track record of developing and implementing complex algorithms and systems.
  • Ebay
    Senior Machine Learning Engineer, Technical Lead
    Ebay Dec 2010 - Feb 2012
    San Jose, Ca, Us
    Utilizing machine learning, text mining, and natural language processing techniques, I have successfully analyzed eBay listings and built a classification engine for eBay inventory data. This work has provided valuable business intelligence insights for the company.
  • Akiira Media System
    Senior Research Scientist
    Akiira Media System Jan 2010 - Dec 2010
    Expertise in using machine learning technology for audio, video, and image understanding and retrieval.
  • Microsoft
    Rsde
    Microsoft Oct 2007 - Jan 2010
    Redmond, Washington, Us
    Expertise in building and maintaining search engines and index pipelines, as well as content-based image search and internet multimedia. Skilled in optimizing search and indexing processes to improve performance and user experience.
  • University Of Illinois At Urbana-Champaign
    Research Assistant
    University Of Illinois At Urbana-Champaign Aug 2002 - Oct 2007
    Champaign, Il, Us
  • Microsoft Research
    Intern
    Microsoft Research May 2005 - Aug 2005
  • Ibm T.J. Watson Research Center
    Intern
    Ibm T.J. Watson Research Center May 2004 - Aug 2004
  • Ibm T.J. Watson Research Center
    Intern
    Ibm T.J. Watson Research Center May 2003 - Aug 2003
  • Microsoft Research Asia
    Visiting Student
    Microsoft Research Asia Nov 2001 - May 2002
    Redmond, Washington, Us

Ming Liu Skills

Machine Learning Data Mining Algorithms Information Retrieval Natural Language Processing Java C++ Text Mining Computer Vision Python Algorithm Design Pattern Recognition Object Oriented Design Image Processing Distributed Systems C Software Development Software Engineering Scalability Linux Hadoop Artificial Intelligence Optimization Big Data Information Extraction Perl Computer Science Mapreduce Hbase Multithreading Latex Business Intelligence Git Software Design Programming Audio/speech Processing System Architecture Eclipse

Ming Liu Education Details

  • University Of Illinois Urbana-Champaign
    University Of Illinois Urbana-Champaign
    Electrical And Computer Engineering
  • University Of Science And Technology Of China
    University Of Science And Technology Of China
    Electrical Engineering
  • University Of Science And Technology Of China
    University Of Science And Technology Of China
    Electrical And Computer Engineering

Frequently Asked Questions about Ming Liu

What company does Ming Liu work for?

Ming Liu works for Wex

What is Ming Liu's role at the current company?

Ming Liu's current role is Sr Director of Machine Learning.

What is Ming Liu's email address?

Ming Liu's email address is mi****@****iuc.edu

What schools did Ming Liu attend?

Ming Liu attended University Of Illinois Urbana-Champaign, University Of Science And Technology Of China, University Of Science And Technology Of China.

What skills is Ming Liu known for?

Ming Liu has skills like Machine Learning, Data Mining, Algorithms, Information Retrieval, Natural Language Processing, Java, C++, Text Mining, Computer Vision, Python, Algorithm Design, Pattern Recognition.

Who are Ming Liu's colleagues?

Ming Liu's colleagues are Elvira Sharipova, John Jacob, Prashant Desale, Ana Beatriz Pereira, Nikki Nelson, Kevin Hughes, Beau Bilyeu.

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