via XGB model. ● benefit: Expected benefit is 280,000 NTD/year. 3. PHM - Find faults of water supply pump quickly via Logistic regression. ● benefit: 99% prediction accuracy and maintain the stability of production. Responsible for: ● Improve factory production with machine and deep learning ● Help the development of smart manufacturing projects and the parallel development of the factory (Equipment warning, energy saving and fee reduction, etc.) Data Analyst • Digiwin Software Co., Ltd. 九月九月 2020 Project achievements: 1. Predictive Maintenance and Quality ● content: Calculated