CakeResume Job Search
Use the APP to find jobs.
Taichung City, Taiwan
Currently, working as a technical consultant in CRIS Co., Ltd., mainly responsible for the planning and development of various projects, maintaining customer relationships, establishing a distribution/agent system, and so on. During my master stage, I participated in the system development and system integration of projects such as the aerospace industry smart manufacturing plan, the automotive electronic parts industry APS integration plan, the hand tool industry APS and the outsourcing management project plan.
Sep. 2020 - Present
Mainly responsible for evaluation and planning in the early stage of the project. The system integration, system verification, and overall system education and training in the middle of the project, and customer relationship maintenance, and customized module services in the later stage of the project. Big data analysis is mainly to establish a Hadoop Data Laker system, perform data analysis (correlation, relevance, trend, etc.) on the collected data, and then write and train different data algorithms.
Jul. 2020 - Aug. 2020
Go to the manufacturer to visit with the CEO and understand the customer's needs for follow-up project planning, system integration, and software construction.
Apr. 2020 - Aug. 2020
Responsible for Long-term Short-Term Memory (LSTM) research and practical application in production forecasting in an electronic manufacturing industry. During this period, I also learned to include the principles of ML and DL.
(1) Thesis-Development of Cloud Predictive Maintenance Scheduling Model
(2) Development of cloud smart production planning and analysis system
(3) Development of cloud intelligent production scheduling system applied to hand tool industry
(4) Equipment pre-diagnosis development is connected to the analysis and processing of AI data commissioned by intelligent dynamic scheduling
(5) Research on the use of artificial intelligence, interactive design, and edge computing in smart manufacturing in the aerospace industry
(6) The Chinese-English Vocabulary Corpus Construction Project of Medical Research Ethics
(7) Development of intelligent dynamic simulation scheduling system applied to the electronic parts industry
(8) Development of productivity analysis system applied to the metal hardware processing industry
Sep. 2018 - Jun. 2020
(1) ERP enterprise information system planner certification
(2) Realize remote air quality monitoring with wireless Wi-Fi sensing technology
(3) Production planning and control report-taking rubber factory as an example
(4) Work research case report-taking SMT production line as an example
(5) Captain of the Tennis Team
Sep. 2014 - Jun. 2018
At present, the traditional regular maintenance methods often cause excessive maintenance, and unexpected failures may occur, so the current research is directed at predicting maintenance methods. This method uses sensors to detect the value of important parts of the machine, and then through the prediction model predicts the time when the machine may fail and performs machine maintenance as early as possible before the failure occurs.
Sales forecasting is crucial to sales management and business resource allocation, and can effectively reduce inventory, coordinate worker schedules, and purchase materials. This case uses Kitchenware sales data to forecast the sales volume of the region in the next month.