Machine Learning

Zurich Payment and Churn …

Situation This is my project during my internship at Zurich Insurance. In this project, Zurich’s product team wanted to evaluate their payment performance from last 8 month (January - August 2023). During the 8-month, the product team had gained 380 customers consist of 350 ZLF and 30 ZLP …

Home Credit: …

Situation As a Data Analyst at Home Credit, I led a comprehensive analysis to predict loan defaults. My multifaceted approach involved exploratory data analysis, customer segmentation, machine learning models, feature importance, value at risk calculation, and survival analysis to gain insights and …

RevoBank Fintech Analysis …

Situation This the last part of RevoBank analysis, we develop machine learning with propensity modelling using logit regression. As a Data Analyst at RevoBank, I developed a propensity model to predict customers likely to adopt the new PayLater installment feature for a targeted promotion campaign. …