United Microelectronics Corporation (UMC), IT Engineer, Oct 2021 ~ now
Responsibilities:
Introduced new technologies to the team.
Developed and deployed both front-end and back-end systems.
Managed and optimized databases.
Conducted user requirement investigations and specification analysis.
Ensured system maintenance.
Participated in various system development projects of different scales.
Professional Skills:
Proficient in front-end and back-end systems using Angular and .NET Core frameworks.
Developed a smart assistant for another department, utilizing OpenAI as the cognitive model to drive innovation and reduce training costs.
Applied chat technology using bot framework v4.
Leveraged machine learning for organizational management, such as human resource modeling.
Proficient in version control with Git and virtual containerization using Docker and K8S within the team.
Wrote business logic procedures.
Skills
Artificial Intelligence
OpenAI
Keras
Scikit Learn
XGBoost
OpenCV
Crawler
Selenium
Beautiful soup
Cloud Service
Azure
Azure Bot Service
Programming
Python
Java
Typescript
C#
R
Web
Angular
Node.js
JSP / Servlet
Flask
Version Control
git
Database
MySQL
Oracle
Fuseki
MongoDB
Statistics
Tableau
R
SPSS
Power BI
Virtualization
Docker
Kubernetes
Education
Information Management . NSYSU,2018 - 2020
Improve data science, statistics, artificial intelligence and data analysis capabilities
Interview enterprises to analyze customer value and market trends with real data.
Participate in data competitions and use machine learning to predict insurance purchase intentions.
Use text exploration and data analysis to explore the participation of live broadcast audiences.
Information Management . CYCU,2014 - 2018
Specializing in website,database management and optimization to solve corporate problems.
The SA course developed an Android APP and win the classroom masterpiece.
The undergraduate research is an open database, connecting the local and German Drugbank databases.
Build ticket booking and ordering system.
Projects (student)
Master's Thesis-Live Broadcasting Situation and Participation Behavior Analysis
Abstract
The study uses web crawlers to collect data from live streaming sessions, and uses Social presence theory and Para-social interaction to develop a research model that captures the experience of chat room communication and interaction between streamer and audience.
Undergraduate research— Drug Open Data
Importing open data from the local government with the Semantic Web framework can be easily obtained and used by Internet users around the world. This project is connected to the German drugbank database to provide more information for drug users and solve the problem of insufficient drug information.
Leetcode
Possess an intermediate level of algorithm and data structure