My Projects

A full reproducible pipeline for spatiotemporal seismic gap analysis along the Indonesian subduction zone using KMeans clustering and LSTM-based forecasting.

An interactive platform designed for mastering MySQL, focusing on efficient database management and advanced query optimization.

An ML/AI-based automated trading bot for XAUUSD (Gold/USD) on MetaTrader 5, combining Range Breakout, EMA trend filter, RSI momentum, and ATR volatility — optimized from 81 combinations over 6 years of data with 72.1% win rate and 2.71 profit factor.

A real-time American Sign Language (ASL) alphabet recognition system using computer vision and deep learning for accessibility applications.

An image classification system to detect and categorize various types of skin conditions using convolutional neural networks.

CNN-based batik pattern recognition system that classifies 28 Indonesian batik motifs from images, complete with a web interface for upload, prediction, and batik cultural exploration.

A binary image classification system that detects whether a face is a real photograph or AI-generated (StyleGAN3). Fine-tuned EfficientNet-B0 on 10,000 face images achieving 90.13% accuracy and 96.75% AUC.