Bo-Ru (Luke) Yang

Data Scientist at Graphen
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Contact Information
us****@****om
(386) 825-5501
Location
New Taipei City, New Taipei City, Taiwan, TW

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Credentials

  • Iterative Tools for Data Scientists and Analysts
    Iterative
    Feb, 2023
    - Nov, 2024
  • Deep Learning Specialization
    Coursera
    Nov, 2022
    - Nov, 2024
  • Machine Learning Engineering for Production (MLOps) Specialization
    Coursera
    Sep, 2022
    - Nov, 2024

Experience

  • Graphen
    • United States
    • Software Development
    • 1 - 100 Employee
    • Data Scientist
      • Jul 2022 - Present

      Provide AI solutions for financial industry / Develop AI-based digital human solutions · Build a knowledge graph from financial reports to indicate supply chain, competitors and other financial information of listed companies, helping banking industry form better investment strategies. · Build an explainable AI-based AML (anti-money laundering) system to reduce 90% false positive rate comparing to the existing system, increasing the efficiency of money laundering investigations. · Cooperate with New York team on digital human solutions, being responsible for natural language understanding and dialogue system. · Provide POC for hospitals, demonstrating the application of digital human in health education and the internal information system. Show less

  • National Taiwan University
    • Taiwan
    • Higher Education
    • 700 & Above Employee
    • Teaching Assistant
      • Oct 2021 - Jun 2022

      2022/02 - 2022/06 Teaching Assistant of Data Analytics @Institute of Industrial Engineering 2021/10 - 2022/01 Teaching Assistant of Time Series Analytics @Institute of Industrial Engineering · Offer office hour to help class members with their homework and projects. 2022/02 - 2022/06 Teaching Assistant of Data Analytics @Institute of Industrial Engineering 2021/10 - 2022/01 Teaching Assistant of Time Series Analytics @Institute of Industrial Engineering · Offer office hour to help class members with their homework and projects.

  • AUO
    • Taiwan
    • Appliances, Electrical, and Electronics Manufacturing
    • 700 & Above Employee
    • Industry-Academia Cooperation
      • Jul 2021 - Apr 2022

      Develop algorithms to reduce cost in panel manufacturing process and quality monitoring · Achieve on average 12% difference between recall rate and test rate to reduce the cost of aging test by the model developed for panel fault detection. · Reduce the cost of rebuilding the fault detection model by developing an online learning model, which is capable of handling changing data distribution. Develop algorithms to reduce cost in panel manufacturing process and quality monitoring · Achieve on average 12% difference between recall rate and test rate to reduce the cost of aging test by the model developed for panel fault detection. · Reduce the cost of rebuilding the fault detection model by developing an online learning model, which is capable of handling changing data distribution.

  • Caloudi
    • United States
    • IT Services and IT Consulting
    • 1 - 100 Employee
    • AI Project Intern
      • Jul 2021 - Dec 2021

      Develop algorithms to build new AI-based cloud products · Apply state-of-the-art statistical model and develop novel deep learning model structure to perform multi-step forecasts. · Design an interactive dashboard to visualize historical cloud usage and usage forecasts, and recommend enterprises the best cloud service planning. Develop algorithms to build new AI-based cloud products · Apply state-of-the-art statistical model and develop novel deep learning model structure to perform multi-step forecasts. · Design an interactive dashboard to visualize historical cloud usage and usage forecasts, and recommend enterprises the best cloud service planning.

  • National Taiwan University
    • Taiwan
    • Higher Education
    • 700 & Above Employee
    • Teaching Assistant
      • Feb 2021 - Jun 2021

      Teaching Assistant of Statistics @Department of Social Work · Instruct basic operation, statistical methods and data analytics/visualization with R. Teaching Assistant of Statistics @Department of Social Work · Instruct basic operation, statistical methods and data analytics/visualization with R.

  • National Taiwan University
    • Taiwan
    • Higher Education
    • 700 & Above Employee
    • Research Assistant
      • Jul 2019 - Dec 2020

      Research Assistant @Department of Finance · Perform web scraping and build ETL pipelines to provide analytics-ready data. · Build/Maintain PEPs (Politically Exposed Persons) and accounting databases. Research Assistant @Department of Finance · Perform web scraping and build ETL pipelines to provide analytics-ready data. · Build/Maintain PEPs (Politically Exposed Persons) and accounting databases.

Education

  • National Taiwan University
    Master's degree, Statistics
    2020 - 2022
  • National Taiwan University
    Bachelor's degree, Sociology
    2015 - 2019

Community

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