- CS 252: Systems Programming (2 Semesters)- CS 240: C Programming (1 Semester)

- Completed translations of internal cybersecurity policies and trainings for clients such as Mega Bank, Fubong Bank, and Bank of Taiwan.- Completed a part of a research report on international government policies used to attract FinTech investment. The research was later used in a big conference on the future of FinTech in Taiwan, held in partnership by National Chengchi University and Deloitte Taiwan.- Developed an initial report for the Taiwan Ministry of Transportation and… Show more - Completed translations of internal cybersecurity policies and trainings for clients such as Mega Bank, Fubong Bank, and Bank of Taiwan.- Completed a part of a research report on international government policies used to attract FinTech investment. The research was later used in a big conference on the future of FinTech in Taiwan, held in partnership by National Chengchi University and Deloitte Taiwan.- Developed an initial report for the Taiwan Ministry of Transportation and Communications which contains research on different smart road projects across the world. The report was developed for advising the MOTC on possible future directions they can take with their existing traffic data collection infrastructure.- Assisted in completing part of an ISO 27001 maturity assessment for TransGlobe Life Insurance Inc. Show less

- Undergraduate data science researcher participating in the Purdue University Data Mine Corporate Partnership program with Ford.- Lead a team of 10 students in using the Agile workflow to finish the project for the project owner.- Wrote Python scripts to automate the role of reading in Excel sheets of labelled data and merging multiple Excel sheets together into separate data-frames to prepare for calculation of the Krippendorff's Alpha Coefficient, which is a measure of Inter-Rater… Show more - Undergraduate data science researcher participating in the Purdue University Data Mine Corporate Partnership program with Ford.- Lead a team of 10 students in using the Agile workflow to finish the project for the project owner.- Wrote Python scripts to automate the role of reading in Excel sheets of labelled data and merging multiple Excel sheets together into separate data-frames to prepare for calculation of the Krippendorff's Alpha Coefficient, which is a measure of Inter-Rater Reliability.- Took a scrum master role in the project team, and is responsible for communicating needs between the Corporate Partner Mentor from Ford and the Purdue student developers. Show less

- Undergraduate data science researcher participating in the Purdue University Data Mine Corporate Partnership program with Delta Faucet.- Wrote Python scripts to automate the process of converting text data to word vectors using the TF-IDF method, in order to pass the dataset into machine learning models for multiclass classification.- Refined machine learning model which had problems due to highly-imbalanced classes. Researched ways to refine the machine learning model such as… Show more - Undergraduate data science researcher participating in the Purdue University Data Mine Corporate Partnership program with Delta Faucet.- Wrote Python scripts to automate the process of converting text data to word vectors using the TF-IDF method, in order to pass the dataset into machine learning models for multiclass classification.- Refined machine learning model which had problems due to highly-imbalanced classes. Researched ways to refine the machine learning model such as experimenting with different performance metrics, sampling methods, and various machine learning models. Show less

- Undergraduate student researcher at the SuperPower Lab at Purdue University.- Tested code with R to visualise results of running existing functions used to calculate the power of statistical analysis.- Read research papers on power analysis and participated in seminars on statistical modeling to better my understanding of statistical analysis required from social-science researchers on a federal budget.