I am now a data analysis consultant. There are some projects that I have been doing:▪Internal Ratings-based Approach Project We assist the bank to develop the credit risk model to compliance Internal Ratings-based Approach. In this project, I am in charge of improving or develop the model like existing scored card by using logistic regression, WOE, cut-off score. And also creating the pooling model for predict PD, LGD, EAD. Before doing this model, I also doing data pre-processing, such as acquiring the data set we need, combining the data set from different system, creating default and exclude flags we defined, missing value dealing, selecting valid sample, feature scaling, updating the existing model code to do the scored-card five years score, etc. ▪ Anti-Money Laundering Verfication Project We assisted the bank to review their Anti-Money Laundering rules to compliance with the regulation. We check a variety of situations and compare the result by SQL to verify the logic with what from bank. I also check the way that classify the customers to different risk grade. And tried to provide another way such as K-means to find the significant variables.

Providing the transfer pricing report, domestic tax consulting services, BEPS 13 and related services(Master File, CbcR) and Tax Compliance Audit services▪ Understood the controlled transaction between the corporates and related tax risks▪ Studied on the Industry of the corporate and searched comparable companies▪ Assisted the corporate in financial data analysis▪ Interviewed with the corporates about transfer pricing▪ Made briefings with data visualization to provide the corporates improvement advice

Participated in the iOS program and made two apps including assignment project and self-owned project by Swift Language within three months- Implement of version control by github, Firebase, Crashlytics, FacebookSDK, Cocoapods, third party library, JSONWebToken- Designed and developed my own APP: Foodiving, an app that aim to help people find and record their favorite dish at a restaurant