Febrianti .. Email & Phone Number

Jakarta, Indonesia

Jakarta, Indonesia

• Handled dirty data by conducting EDA, data preprocessing and applying the Weight of Evidence (WoE) and Information Value (IV) approach for feature engineering and selection.
• Developed a credit risk model with logistic regression and using a scorecard; this resulted in an AUROC score of 86% and established a corresponding Credit Score of 472.
• Reduced the company's potential losses due to bad loans by 37.3%.

• Designed data mart using PostgreSQL and analyzed sales data to drive optimization and improvement of product development and business strategies.
• Build reports and present information using Google Data Studio.

West Java, Indonesia

• Ensure the quality of goods reaches company standards and prove it through data collection.
• Supported the achievement of the coffee export target to Australia of more than 10 tons.

• Collected and processed TransJakarta feasibility test data using MsExcel.
• Supported consultants in preparing IKN regional spatial plan files using Microsoft Office.
• Performed data processing of city spatial plans and made reporting to be presented to stakeholders.

Data Science: Machine Learning Specialization, 91.99/100

Bachelor'S Degree, Agricultural Engineering, 3.54/4.00