Projects I’ve Worked On
A collection of projects I’ve completed or been involved in throughout my learning and creative journey.
FYP - AI-Driven Anti-Deepfake System (ADS)
Title: Development of an AI-Driven Anti-Deepfake System for Enhanced Detection
Author: YAP WAN XIN
Year: 2025
The Anti-Deepfake System (ADS) is a real-time detection tool designed to combat the growing threat of deepfakes. It features a user-friendly interface for media uploads, a preprocessing unit, and a CNN-based detection engine that identifies anomalies like unnatural lighting and texture patterns. Built on the JTGroup model, ADS uses a multi-expert architecture and advanced data augmentation (semantic segmentation, image editing, and Stable Diffusion) to enhance accuracy, generalization, and robustness against evolving deepfake techniques.
Hostel Management System (Java Swing)
Title: APU Hostel Management System
Author: YAP WAN XIN, LOH CHI KIN (Group Assignment)
Year: 2023
The APU Hostel Management System (AHMS) is a software tool designed to streamline hostel operations using object-oriented programming. It enables hostel management to efficiently handle user registrations, personal data, room assignments, and payment records through an easy-to-use interface. For students, AHMS allows room browsing, selection, booking, and secure online payments. With a login system to ensure authorized access, AHMS offers a secure, user-friendly, and comprehensive solution for managing hostel operations.