Data Visualization – Global COVID-19 Vaccination Status

This Tableau Dashboard for COVID-19 Global Vaccination Status project aims to provide insightful visualizations and analysis of the COVID-19 global vaccination performance, catering to a wide range of users including policymakers, healthcare professionals, researchers, and the general public.

Machine Learning – Authorship Prediction

This is a Machine Learning Challenge from the Codalab. The goal is to beat the baseline of 15% accuracy and try to rank as high as possible.

Deep Learning – X-ray Multi Class Classification

In this collaborative deep learning project, we used TensorFlow to build a baseline model, explored enhancements, and leveraged transfer learning.

Data Analytics – Apple App Store

The project addresses the exploration of app popularity, pricing, and user engagement in the Apple App Store. By analyzing a dataset sourced from Kaggle, the project offers interesting insights through exploratory data analysis (EDA).

Comparing Machine Learning and Deep Learning Algorithms - Harmful Algal Bloom Events Prediction

This is my master's thesis project, where I endeavored to address a research gap based on previous literature in the field of harmful algal bloom events (HABs) prediction. In my research, I adopted several imputation methods and compared various linear regression algorithms to assess the feasibility

Machine Learning - Life Expectancy Prediction

For this assignment, I constructed several linear regression models with three fellow classmates using a Kaggle dataset to address a research question of our own design.