Dr. Chang - Laboratory Learner

Jul 2020 - Nov 2021

• Extract organic components from plants with various extraction methods, such as hydrodistillation, microwave extraction, rotary evaporator, and SPME.
• Analyzing chemical compositions in essential oil with GC-MS.
• Analyzing antioxidant activities of wood extraction with different determination methods, such as DPPH scavenging ability, TEAC assay, and superoxide scavenging assay.
• Protein identification and quantification with proteomic approaches and techniques, including 2DGE and ELISA.

TChat - UI/UX & Web Designer

Nov 2020 - Feb 2021

AI of Pacman (Language: Python; Course: FAI)

Feb 2022 - Apr 2022

This is a project that creates an AI to play the classic Pac-Man game and it is designed with various search methods, such as breadth-first search, astar search, informed search, minimax search, and expectimax search. In order to optimize the search time and scores, I tried to design different heuristic search methods and evaluation functions to speed up the search time and achieve higher scores.

CM Kuan in NTU game (Language: Python; Course: PBC)

Dec 2021 - Jan 2022

This is a simple quiz game for testing players' understanding of the NTU and it is written by the pygame package with object-oriented programming (OOP) style architecture. This game is separated into 4 parts, including the main program, the player, the game flow, and the game events. Hence, it can handle different processes and modifications without affecting other programs. Moreover, the quiz data is stored in a JSON file so that people who don't know to program can easily read and modify the files, and the programmers can access the data through the JSON package.

Survey Report of IBM Telco Customers (Language: Python; Course ML)

Dec 2021 - Jan 2022

This is a survey report for predicting customers' categories. In this survey report, we implemented various machine learning approaches using the training data set, including LIBSVM, bagging, AdaBoost, and XGBoost, followed by calculating the precision and average of F1 scores with respect to each category as the evaluation metrics to understand the performance of machine learning model.

Mail Searcher (Language: C; Course: DSA)

May 2021 - Jun 2021

Global Initiatives Symposium in Taiwan (GIS Taiwan)

Academics and Curation Officer

Taipei, Taiwan
Jul 2018 - Jul 2019

Responsible for designing the academic content of GIS Taiwan, including holding lectures during the semester, keynote speeches, workshops, panel discussions, action project competitions, and leader's dialogue during the conference. Cooperating with the 100-person organizing committee and assisting with over 300 delegates from more than 20 nations to discuss the issues people are facing currently, especially the issue of "Destination Green" and "Eco-Echo".

National Taiwan University Student Association (NTUSA)

Secretary Officer

Taipei, Taiwan
Jul 2019 - Feb 2020

Act as a liaison officer to assist, communicate and coordinate all practical projects among NTUSA divisions. Responsible for communicating with university students, managing division meeting materials and the official website, and also seeking cooperation opportunities with other student associations locally or overseas.

National Taiwan University Student Association (NTUSA)

International Affairs Officer

Taipei, Taiwan
Jul 2019 - Feb 2020