Experience

Unsupervised

• United States
• Data Infrastructure and Analytics
• 1 - 100 Employee

• Data Scientist

  • Feb 2021 - Present



Santa Clara University

• United States
• Higher Education
• 700 & Above Employee

• Teaching Assistant for Python Class

  • Sep 2020 - Dec 2020

  Santa Clara, California, United States Coached graduate students on programming with popular data science Python packages, including Numpy, Pandas, Scikit-Learn, and Seaborn.



Armanino LLP

• United States
• Accounting
• 700 & Above Employee

• Data Science Practicum Student

  • Jan 2020 - Dec 2020

  Santa Clara, California, United States Forensic Analysis and Fraud Detection. * Drove the initiative to consolidate Excel reports into a single Jupyter Notebook with Python, reducing man-hour by 50%. * Redesigned an existing report by adding model based research in Power BI to provide even more insights to the management team. * Took the lead in transforming clients’ rule-based analysis on fraudulent transactions into a machine learning model (KMeans clustering) to provide comprehensive fraud analysis, minimizing… Show more Forensic Analysis and Fraud Detection. * Drove the initiative to consolidate Excel reports into a single Jupyter Notebook with Python, reducing man-hour by 50%. * Redesigned an existing report by adding model based research in Power BI to provide even more insights to the management team. * Took the lead in transforming clients’ rule-based analysis on fraudulent transactions into a machine learning model (KMeans clustering) to provide comprehensive fraud analysis, minimizing financial damages. Show less



Zhongliang Holding Group (Hong Kong listed real estate company with more than 1,000 subsidiaries)

• Senior Finance Manager

  • Aug 2018 - Aug 2019

  Shanghai City, China * Orchestrated various IPO task forces focusing on optimizing processes within Operation, Financing, and Treasury departments using advanced analytics. * Introduced a new data streamlining process by implementing multiple customized tools in Python for efficient data wrangling.



Texel Consulting Firm

• Consulting Manager

  • Jan 2017 - Feb 2018

  Shanghai City, China * Performed market segment strategic planning by analyzing market data from external vendors to position products, target customers and segment customers for clients. * Advised clients on business solutions based on data supported evidence, such as financial due diligence and tax planning.



EY

• United Kingdom
• IT Services and IT Consulting
• 700 & Above Employee

• Senior Auditor

  • Sep 2012 - Dec 2016

  Shanghai City, China * Assembled, cleaned, and prepared large amounts of financial data from clients and mined data to conduct comparative analysis. * Investigated significant changes in key financial metrics across time for root causes. * Developed and maintained good relations with 15+ external clients, as well as internal stakeholders, at all hierarchical levels.