Avatar of Kevin Dai.

Kevin Dai

Industrial Engineer specializes in Optimization, Statistics, Operations Research, Data Analytics, and Quality Control. Motivated, positive, and open-minded to challenges and feedback. I graduated with the Big Data Analysis training program from the Institute Information Industry in 2021/11, and I have trained in programming skills ( Python, R, Java, JavaScript, HTML, and CSS), machine learning, deep learning, being familiar with Ubuntu Linux system, and the Hadoop cluster.
Logo of 瑞健股份有限公司(SHL Group).
瑞健股份有限公司(SHL Group)
Logo of University of South Florida.
University of South Florida
Taiwan, 桃園

Skills

Manufacturing Processes
Supply Chain Management
Industrial Engineering
Statistical Analysis
Microsoft SQL Server
Database Management
Python
R language
Data Analysis
teamwork
analytical skills
problem solving
Hadoop
hadoop ecosystem
Hadoop and Spark
Hadoop MapReduce
Hive
HDFS
JAVA
CSS
HTML5
JavaScript
python
Machine Learning with stats models and scikit-learn
Deep Learning
MySQL
MATLAB
Linux
Ubuntu Linux
VMware

Languages

English
Professional
Chinese
Native or Bilingual

Work experiences

Logo of 瑞健股份有限公司(SHL Group).

Quality Assurance Engineer

瑞健股份有限公司(SHL Group)

Jul 2020 ~ May 2021
11 mos
Main Responsibilities • Conducted the product quality management for the medical auto-injectors for our customer Novartis Pharmaceutical Group to ensure that products comply with international quality specifications and customer requirements • Led / participate in project-related quality activities (e.g. design control, change control, product release) and provide quality consultation to the team • Led investigation, disposition, corrective and preventive action to generate Non-Conforming Material Report. • Present accumulated quality data to customers and management Identify trends of quality data with the usage of statistics and quality improvement tools such as MATLAB to prevent quality issues Skills & Qualifications • Knowledge of regulatory compliance: GMP (good manufacturing practice), QSR (quality system regulations), and ISO 13485 • Working knowledge of ERP (SAP) and MATLAB
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Student Intern of Data Analyst

Florida Hospital Tampa

Sep 2018 ~ Feb 2019
6 mos
Main Responsibilities • Improved the patient satisfaction by researched the operation and facility • Collected, examined, cleaned, merged data by using R programming and Excel to conduct analysis • Provided admittance, processes, and new patients recommendations to improve patient satisfaction. • Presented it to stakeholder, my department, cooperative partners with positive respond Skills & Qualifications • Understood the medical industry operation and data acquisition process • Enhanced interview and teamwork through the patients survey and working with hospital employees • Applied R programming skill in the project
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Quality Control Engineer

Full Time, TA-I TECH

Oct 2015 ~ Apr 2016
7 mos
Main Responsibilities ‧ Monitored a team of quality inspectors to ensure manufacturing processes of Ceramic PCB meeting required standards. ‧ Assessed and simplified the QA process to enhance speed and accuracy ‧ Coordinate and report ‧ Conducted weekly training to improve and integrate the knowledge of inspectors ‧ Facilitated conflict resolution between workers to maintain an efficient, accurate and harmonious work environment Skills & Qualifications • Understood the manufacturing and inspection process of LED Ceramic PCB • Built great work ethics, communication, and leadership from management and conduct weekly training.

Educations

Logo of University of South Florida.

University of South Florida

Master of Science (MS)
Industrial Engineer

2018 - 2019
3.7/4 GPA
Description
Machine Learning: Engineering Analytics | Predictive Analytics Database: Industrial Information Systems Statistic & Probability: Statistical Design Model | Probabilistic System Analysis
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Feng Chia University

Bachelor of Science (BS)
Bachelor of Industrial Engineering and System Management

2009 - 2014
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