Amanda Njauw Email and Phone Number

CVEM is a division that caters to the value of the products or services to the customers.- Responsible for model development, evaluation, and presenting the predictive, and optimization models to enhance revenue generation, reduce churn, and gain operational efficiency.- Creating a customer segment cluster based on their network connectivity. Using K-means cluster, and using both Elbow and Silouette Method to find the optimal clusters.

CEO Office is a division that originates strategies directly to the Chairman to propel APP's growth.- Identify key metrics that enhances annual volume growth by utilizing Random Forest Algorithm. Potentially increases annual volume produced by 30%.- Automate APP's approval flow by creating a system and spearheaded the automation project. As a result, I led the construction of the data tower for Python and machine learning.- Streamline monthly reports and reduce lagged from 2 days down to 30 minutes. (Python)- Developed strategy plan under the President Director of APP to provide APP Board Members & Chairman strategies for APP future development.

CEO Office is a division that originates strategies directly to the Chairman to propel APP's growth.- Optimizing transportation costs, redirecting the supply and demand using linear pogramming (python). Reducing the transportation costs down by 15%, anticipate demands and allocate supply efficiently.- Forecasting the pulp prices using multivariate regression model (python). Reshaping the board's decision on setting APP's product prices.- Spreadheaded an employee retention project with HR, using stacked model (python). That led to providing insights of potential employees that could resign. - Developed strategy plan under the President Director of APP to provide APP Board Members & Chairman strategies for APP future development.

- Sorted detailed list of various materials; such as physical files, tracking spreadsheets and reports. - Create analysis and provide useful information for General Managers.