Hospital Database Mini Application

An application developed in Python designed to manage the patient database of a fictional hospital. Its primary functionalities enable users to Create, Read, Update, and Delete patient information, along with an additional Look-Up feature.

TransJakarta Passenger Optimization Analysis

An in-depth analysis in Jupyter Notebook on how to optimize the TransJakarta passenger experience fully researched through pandas. The notebook contains the business background of TransJakarta, along with the step-by-step process of data cleaning, data wrangling and subsequent insights.

Daegu Apartment Pricing Prediction

A project that aims to use machine learning algorithms to predict apartment pricing in Daegu. The project provides several machine learning models, to which their error rates are tested and compared to produce the most optimal house pricing within its amenities.

Machine Learning for Climate Change Article

The advantages and limitations of implementing machine learning to predict environmental concerns.