Funded Research
AI-Driven Sentiment Analysis for Enhancing Coastal Ecotourism Management with IndoBERT
Principal Investigator — Diponegoro University, 2025
Funded research focusing on sentiment analysis and transformer-based NLP models to support sustainable coastal ecotourism management.
Academic Chatbot based on LLaMA with Retrieval-Augmented Generation for Indonesian Academic Regulations
Team Member — Diponegoro University, 2025
Research on developing an AI-powered academic chatbot using large language models and retrieval-augmented generation for Indonesian higher education policy information.
Leveraging Recent Deep Learning Architectures for Medical Image Segmentation
Team Member — Diponegoro University (FSM Grant), 2025
Study on the application of recent deep learning architectures to improve accuracy and robustness in medical image segmentation tasks.
I-CAC (Intelligent Computer-Aided Classification) for Fruit Classification Using Faster R-CNN, YOLO, and Fuzzy YOLO
Team Member — Diponegoro University (FSM Internal Grant), 2024
Funded research on computer vision–based classification using deep learning object detection models to improve automated fruit categorization accuracy.
Sentiment Analysis on Social Media Using Data Augmentation Techniques
Principal Investigator — Diponegoro University (FSM Grant), 2023
Research exploring data augmentation strategies to enhance sentiment classification performance on social media datasets.
Comparison of Machine Learning and Deep Learning for Detecting Sarcasm, Propaganda, and Sentiment in Twitter and News Articles
Team Member — Universitas Indonesia, 2020
Collaborative research comparing classical machine learning and deep learning approaches for detecting complex linguistic patterns in online texts.