Index
Publications
Peer-reviewed research papers from my undergraduate years at Bina Nusantara, both published with Springer.
- 2024· Springer· Conference Paper
Development of an Automated Essay Scoring System Using DeBERTa
An NLP system for grading short-answer essays using DeBERTa, the disentangled-attention transformer architecture. Trained on a corpus of student responses across multiple subject domains, the model learns to score essays in alignment with human raters.
- 2022· Springer· Conference Paper
Comparative Analysis of the Mikado Method Approach to Refactor Legacy Code
A comparative study of the Mikado Method — a structured technique for incrementally refactoring legacy code without breaking it — against more conventional refactoring approaches, evaluating both safety and developer ergonomics.