Michael Yang Email & Phone Number

Taipei, Taipei City, Taiwan

Menlo Park, California, United States

• Defined, quantified, and delivered on the Client Experience Index for new analytical services by creating Tableau metric dashboards and assembling customer data from Snowflake
• Accommodated Win-loss details and visualizations of new product lines into the Tableau dashboard
• Validated contact data from cross-functional teams and supported data migration and automation process
• Brainstormed SaaS company journey and organization design using Product-Led Growth methodology

Taipei City, Taiwan

• Head of 3 Data Scientists: Optimized Time Series, regression, GBM, and LSTM models of monthly sales prediction for a commercial bank with 100M+ customers, to improve budget allocation; Reduced the average error rate by.
• Developed and deployed 50+ SQL queries for issue identification, data integrity, and customer profiling for a leading life insurance company in Taiwan… Show more
• Developed and deployed 50+ SQL queries for issue identification, data integrity, and customer profiling for a leading life insurance company in Taiwan, identifying SAP ERP system glitches and 150,000+ policies affected
• Built and automated a Python web scraper using BeautifulSoup to extract daily cross rates, and set up the ETL process and pipelines that connect ERP system and reporting dashboards, to optimize the planning of raw.
• Engaged in business development, market research, and competitor analysis of Robotic Process Automation for commercial banks, including optimizing the implementation methodology, business process assessments, and.

Taipei City, Taiwan

• Data Insights Research Lab at Institute of Information Science, see: http://mmnet.iis.sinica.edu.tw/research.html
• Conducted exploratory data analysis, data visualizations, data cleansing, and feature engineering using R and Python
• Cooperated with a commercial bank, a fund company, and the governments, applying statistical methods and machine learning models in macroeconomic forecasting and object detection
• Utilized 10 years of tick-level exchange data among 5+ countries to… Show more - Data Insights Research Lab at Institute of Information Science, see: http://mmnet.iis.sinica.edu.tw/research.html
• Utilized 10 years of tick-level exchange data among 5+ countries to build random forest & LSTM models for forecasting
• Applied spectral analysis and seasonal decomposition for global stock & bond markets trends forecasting Show less

Master'S Degree, Business Intelligence & Data Analytics

Bachelor'S Degree, Economics

Relevant Coursework: Statistics, Econometrics, Financial Analysis and Business Valuation, Derivatives Market, Time Series Analysis.

International Exchange Program

Course: Mathematical Statistics, Japanese courses