Intern

NCCU Computer Center

Jul. 2018  –  Jun. 2019

• Develop and maintain National Chengchi University's application.
• Including weather (forecast, air quality), YouBike, bus, map, and food.
• Help to adopt Elasticsearch to improve the course search system.

Research Assistant

Chang Lab TW

Jan. 2020  –  Jul. 2020

• The Critical Assessment of protein Function Annotation algorithms Challenge (CAFA 4).
• Predict the function of a protein from its sequence or structure.
• Developed a CNN model, KNN, similarity method.

Alexa Prize Taskbot Challenge Mar. 2021  –  May. 2022

• Skills: Python, AWS, NLU, Transformer, Docker
• College or university students build an Alexa skill using the Alexa Skills Kit APIs for use in the United States, which assists Alexa users in accomplishing tasks related to cooking and DIY.  –  click
• Up to ten teams worldwide will be selected and sponsored by Amazon.

Careerhack Feb. 2020  –  Feb. 2020

• Anomaly Detection, Labeling with AI, Automated Optical Inspection (AOI).
• Binarize images and build a VGG16, ResNet50 model to detect defective cloth.
• TSMC  X  Microsoft.

Trending Accounting Feb. 2019  – Jun. 2019

• The product feature is a customized ledger and multi-person project sharing.  –  click
• Participate in the production of functional map and UI flow.
• Complete wireframe and prototype (Figma) independently.   

Accounting Jan. 2019  –  Jul. 2019

• Develop an iPad application on Xcode with Swift and SQLite as the database.  –  click
• It's an application to deal with accounting management and generate vegetable delivery orders.

I'mpression Stamp Sep. 2018  –  Jun. 2019

• Backend: Node.js,  Pixi.js, JSFeat.  –  click
• Build a device with NodeMCU to transport button data to the website deploying on Azure VM.
• GoDaddy (impression-stamp.com).