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 the best maintenance time via XGB. ● benefit: 86% of the machine failures can be discovered early. 2. Order Forecast via Machine Learning model(Lasso、Ridge、XGB). ● benefit: Result in correctly control 70% of orders. 3. Recruiting with Big Data ● content: Finding Your Best Candidates via Random Forest model. ● benefit: Expected benefit
Python
R
SAS
Employed
Full-time / Interested in working remotely
6-10 years
Tunghai University
・
Statistic
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