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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

link our content delivery system to the online readers according to their real time behaviors. I lead the system architecture design Handle concurrent traffic from over 5M users everyday Leverage google cloud services such as GKE, GAE, and Pub/Sub. General algorithm development in large scale (Octnow) Deep learning is fascinating, I was a member of " Deep learning 101 Study Group " and learned a lot from there. However, in practical scenarios, it's surprising to see some fundamental algorithms can show us more insights. PySpark dataframe programming Recommendation algorithm design, improved and achieved the best