James Liao

Sr. Research Engineer at Verizon Media
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Taipei–Keelung Metropolitan area, TW

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Experience

    • United States
    • Technology, Information and Internet
    • 500 - 600 Employee
    • Sr. Research Engineer
      • Jan 2019 - Present

      Yahoo Answers - Related Question: mixed model of DNN for question-to-vector and CF for question recommendation on AWS - Auto-categorization: DNN model for Text Classification on AWS SageMaker Yahoo App - Search Intention: query understanding, language model Yahoo Answers - Related Question: mixed model of DNN for question-to-vector and CF for question recommendation on AWS - Auto-categorization: DNN model for Text Classification on AWS SageMaker Yahoo App - Search Intention: query understanding, language model

    • United States
    • Non-profit Organizations
    • 1 - 100 Employee
    • Sr. Research Engineer
      • Jun 2017 - Dec 2018

      TW eCommerce - Trending query: discover real time trending query (what's hot right now?) - Product Category Classification: DNN classification model - SEO analysis - Product De-duplication: text de-duplication - Query Refinement: NER model to identify the most important keyword in user queries TW eCommerce - Trending query: discover real time trending query (what's hot right now?) - Product Category Classification: DNN classification model - SEO analysis - Product De-duplication: text de-duplication - Query Refinement: NER model to identify the most important keyword in user queries

    • Information Technology and Services
    • 1 - 100 Employee
    • Sr. Engineer, Research
      • Sep 2013 - Jun 2017

      TW eCommerce - O2O Voucher Geo-tagging: geo-algorithm to identify landmarks, including MRT, shopping areas, and night market - SEO analysis - Revenue Prediction: time series data analysis - Search Result Ranking: Boosted tree for online ranking Yahoo New Auction Revamp - Build search engine with message queue for real-time update - Deal with huge amount of updates in search engine TW eCommerce - O2O Voucher Geo-tagging: geo-algorithm to identify landmarks, including MRT, shopping areas, and night market - SEO analysis - Revenue Prediction: time series data analysis - Search Result Ranking: Boosted tree for online ranking Yahoo New Auction Revamp - Build search engine with message queue for real-time update - Deal with huge amount of updates in search engine

    • Vietnam
    • Legal Services
    • Intern
      • Jan 2013 - Sep 2013

Education

  • National Chiao Tung University
    ph.D., Computer Science
    2007 - 2012
  • National Chengchi University
    master, Computer Science
    2002 - 2004

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