Ting Kai Chang

Sunnyvale, CA adnb5p@r.postjobfree.com 517-***-****

LinkedIn: www.linkedin.com/in/tingkaichang/

EDUCATION

Michigan State University - Broad College of Business East Lansing, MI 05/2021 Master of Science, Business Analytics

National Taiwan University, Taipei City, Taiwan 06/2016 Bachelor of Science, Atmospheric Science

PUBLICATIONS & PRESENTATIONS

Channel Design and OEM Growth in a Multi-market Setup - H.H. Lee, T.K. Chang, C.W. Kuo, European Journal of Operational Research 04/2021

PROFESSIONAL EXPERIENCE

Ford Motor Company – Dearborn MI 06/2020 – 08/2020 Data Analytics Consultant (Project)

• Explored vehicle trace and road network data to reduce confounding noise and identify avenues of data collection improvement

• Developed a semi-interacting multiple model (sIMM) algorithm, using an off-road Kalman Filter run in parallel with a Hidden Markov Model (HMM) to detect various map errors

• Applied visualization tools to demonstrate a 55% accuracy improvement of road network information when utilizing vehicle GPS traces over open-source map data Masco Corporation – Livonia MI 01/2020 – 05/2020

Data Analytics Consultant (Project)

• Contributed insights for profit optimization and promotion decisions by building a price-influencing model using R, and machine learning techniques such as PCA and Ridge regression National Taiwan University - Taipei City, Taiwan 07/2016 - 12/2019 Research Scientist

• Employed Nash solutions with Matlab, Python, and Winedt to explore supply chain and pricing between an ODM and retailers to obtain optimal wholesale price and ensure profitability

• Generated robust insights for an OEM to support direct selling channels in developing countries

• Demonstrated gains in higher profit premiums, market coverage, and product accessibility

• Investigated product positioning and sales of an online retailer versus brick-and-mortar store to understand the impact of selling varying quality products in different environments Business Analyst Consultant

• Implemented Excel workflows to build an efficiency model to support engineers and the successful pricing of services through cost calculations

• Analyzed company operation process using business modeling tools and consumer data to increase customer satisfaction and improve survey responsiveness

Taishin International Bank - Taipei City, Taiwan 07/2015 - 09/2015 CSR department

• Aided in the reduction of carbon emissions in support of corporate sustainability commitments

• Improved Tableau dashboards to generate data-driven, statistics focused insights for decision makers Taishin Fundation

• Reviewed data from funding applications and angel investors to match applicants with financial organizations SKILLS

Technical: Statistics, Modeling, Machine Learning, Regression, Classification, Forecasting, Research Data: Big Data, Data Analytics, Data Mining, Visualization, Data Modeling, Database Management Software: Python, R, SQL, Tableau, Matlab, Microsoft Excel, Microsoft Word, Microsoft PowerPoint Business: Business Strategy, Supply Chain, Management, Business Intelligence, Price Optimization

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