Wei-fan Liao

Research And Development Engineer at 意藍資訊股份有限公司
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Contact Information
us****@****om
(386) 825-5501
Location
Taiwan, TW
Languages
  • English -
  • Chinese (Traditional) -
Skills

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Bio

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Credentials

  • Vue 3 and Django: A Practical Guide with Docker
    Udemy
    Aug, 2021
    - Nov, 2024
  • Intermediate R
    DataCamp
    Jun, 2015
    - Nov, 2024
  • Introduction to R
    DataCamp
  • shaping-up-with-angular-js
    Code School

Experience

  • Eland Information Co., Ltd.
    • Taiwan
    • Information Services
    • 1 - 100 Employee
    • Research And Development Engineer
      • Dec 2016 - Present

      System structure design, build smooth flow from data collection to application, include web clawer, ETL pipeline, ML model study, web api, and also frontend application - Develop and maintain core modules. - Collaborate with product teams, analysis and transform product requirements into system structure and tasks. - Lead NLP model study, implementation, deployment and production execution. - Design and build NLP inference service with Tenserflow-serving and fastapi. - Fine-tuning NLP Model with pre-trained model (e.g. BERT). - Build web crawler and ETL pipeline with airflow. - Build continuous system for word embedding model training and serving. Show less

  • Whygo Language Center
    • 台灣 臺北市
    • Web Engineer
      • Sep 2014 - Nov 2015

      Refactor Company website and manages a coffee bar, working with a Canadian boss without mandarin. - Migrate website from asp.net to CMS. - Maintain computers and software, also internet infrastructure. - barista Refactor Company website and manages a coffee bar, working with a Canadian boss without mandarin. - Migrate website from asp.net to CMS. - Maintain computers and software, also internet infrastructure. - barista

  • Shih Chien University
    • Education Management
    • 100 - 200 Employee
    • Graduate Student
      • Sep 2013 - Nov 2015

Education

  • Shih Chien University
    Information technology & management
    2010 - 2013
  • Shih Chien University
    Master’s Degree, Information Technology and management
    2013 -

Community

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