A purpose-driven Data Scientist with deep analytical and quantitative expertise and MSc. (Hons. / GPA 4.0) in Comparative Politics (with a focus on Econometric and statistical methods and their application). Coming with in-depth knowledge of quantitative methods, model building, and data manipulation as well as data visualization.
Experience
KPMG
Apr 2020 – Present
Tokyo, Japan
Data Scientist
Key responsibilities and achievements are as below:
• Created and provided an index of over 3000 listed companies to audit teams, which indicates existing financial risks in various scenarios
• Developed and implemented automated flows to optimize the data manipulation done by audit teams, each of which saved 100 hours per year of manual data manipulation
• Designed a model monitoring and a model interpretation scheme of a patented machine learning model
• Evaluated and deployed a statistical tool company-wide, which is made available to around 6000 employees
• Presented analyses at several conferences and to other member firms
