Wei-fan Liao

Experience

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  Shih Chien University

  Sept 2013 - Nov 2015

  Graduate Student
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  Whygo Language Center

  Sept 2014 - Nov 2015

  Web Engineer

  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

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  意藍資訊股份有限公司

  Dec 2016 - now

  Research And Development Engineer

  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