Software Construction (2023)

A simple POS system UI built to explore the MVC pattern as part of a Software Construction course. No backend functionality included.

Data Science and Application Programs (2023)

Developed a model to predict electricity usage categories (LESS, MEDIUM, HIGH) based on user-input data, including electronic device usage, household appliances, and monthly electricity costs, using statistical analysis and machine learning techniques.

Database System (2023)

A database designed to manage parcel delivery operations, including branch information, staff details, customer and address records, parcel registration, payment processing, delivery vehicle usage, shipping rate calculations, parcel status tracking, and final delivery details.

System Analysis and Design (2024)

A system designed to streamline the operations of auto repair shops, including user registration, service scheduling, vehicle data verification, repair management, spare parts inventory, cost estimation, and customer communication.

Mobile Application Design and Development (2025)

This application helps manage and track goods by adding details such as name, cost, image (optional), and status (default: "Not bought"). Goods are displayed using FlatList. Users can toggle the status, delete items, edit their details, and clear all goods. The app also features a dashboard showing the total number of unpurchased items, supports search functionality, and includes dark mode. It uses AsyncStorage to persist goods data between app sessions.

Introduction to Data Science (2025)

This project explores customer personality analysis to practice key data science techniques like mining, modeling, and visualization.

Mobile Application Design and Development (2025)

The bus booking application is designed to provide convenience for booking minivans, reducing the hassle of traditional booking methods such as on-site reservations or phone bookings. Users can also check the available schedules directly through the app.