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Experience
Intelligent Information Service Research Lab, National Central University
Research Intern
· Collected user data of problems that users may encounter when assembling robots.
· Analyzed and classified possible problem-solving dialogue scenarios between people and the helper bot enhancing the dialog state tracker model with reinforcement learning.
National Center for High-performance Computing
Research Assistant
· Led a team of 2 members to complete the project “Hot Spot of Visitors’ Routine and Age Analysis System”.
Spot Digital
Full-stack Engineering Intern
· Improved the pagination of the back-end system of a local e-commerce website helping users efficiently managing orders.
· Implemented the calculation of the total price of items in a shopping cart.
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Projects
News Browsing with Ajax based Web Application and iOS app version
· Developed the web app with Python, React-Bootstrap, ReactJS, Express.js, to conveniently browse news from different media types.
· Created rich features using D3.js, react-share: hot-word cloud, keyword trending, news sharing module, user comment, keyword autosuggestion, favorites/bookmark, news filter and local weather.
· Deployed the project on AWS Elastic Beanstalk.
Simulating a Roller Coaster
· Created the simulation using Catmull-Rom splines along with OpenGL core profile shader-basedlighting and texture mapping.
Hot Spot of Visitors’ Routine and Age Analysis System
National Center for High-performance Computing (NCHC), National Museum of Marine Science & Technology (NMMST), and Yuan Ze University
· Advanced exhibition space to analyze data of visitors’ behavior and information; further observed tendencies of visitors and therefore exhibitions are revised to attract more visitors.
· Created three-level age classification with convolutional neural network.
· Implemented single-person tracing based on OpenPose.
Visualizing Hot Spot and Hidden Demand of Urban Traffic Using Taxi Trajectory Data
Yuan Ze University, Advisor: Dr. I-Cheng (Garret) Yeh
· Discovered weaknesses of present bus service by visualizing derived taxi trajectories; guided supervisors redesign routes of buses in order to fulfill traffic demands from users.
· Displayed taxis’ trajectories and bus routine using Leaflet.
· Implemented the function of calculating traffic volume presented by Highcharts.