SHEN YANG CHI

Data Scientist

       

Work experiment

07/2017 - Present

Data engineer / Data scientist  gogolook (Whoscall)

  • Build up fin-tech model to detect high risk customer
    • Define and implement features
    • Design research architecture
    • Lead junior analysis to achieve each sprint goals
  • Lead data interns to make a data product to contribute to company vision
    • Network Embedding for call behaviors
    • Spam prediction
    • Personalized offline db
    • Profile prediction
  • Advocate AI roadmap, includes productive research result and industry-university cooperation.
  • Involve in server development and data flow build-up for fin-tech product (a B2B service) from scratch
  • Web development for 165 National Police Department of Taiwan.

08/2014 - 07/2017

Software engineer  Institute for Information Industry

  • Full stack web Development
  • Data analysis and Anomaly detection for smart home
  • NLU (Nature Language Understanding) for department store

Degree

NTUST

Machine learning LAB

2012 - 2014

NTUST

Computer Science

2008 - 2012

Skill


  • python (pandas, numpy, scikit-learn, matplotlib etc..) 

  • SQL (sqliteDB, presto)

  • Statistic, ML

  • AWS (Sagemaker, Athena, Glue, Lambda etc..)

  • Software development (API, ETL, cronjob, testing)

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