Pendidikan

Doktor Teknik Elektro

2023–2026
Institut Teknologi Sepuluh Nopember (ITS)
Departemen Teknik Elektro, Fakultas Teknologi Elektro dan Informatika Cerdas
  • Penerima Beasiswa Lembaga Pengelola Dana Pendidikan (LPDP).
  • IPK: 3.95/4.00
  • Predikat kelulusan: Summa Cum Laude
  • Judul disertasi: Kombinasi Percakapan Closed Domain dan Open Domain pada Conversational AI

Magister Teknik Elektro

2021–2023
Institut Teknologi Sepuluh Nopember (ITS)
Departemen Teknik Elektro, Fakultas Teknologi Elektro dan Informatika Cerdas
  • Penerima Beasiswa Kementerian Komunikasi dan Informatika (Kominfo).
  • IPK: 3.89/4.00
  • Predikat kelulusan: Cum Laude
  • Judul tesis: Adaptasi Model Transformer mT5 Ke T5 Bahasa Indonesia untuk Automatic Question Generation dari Teks Bahasa Indonesia

Sarjana Informatika

2006–2010
Universitas Islam Negeri Maulana Malik Ibrahim Malang
Jurusan Teknik Informatika, Fakultas Sains dan Teknologi
  • IPK: 3.64/4.00
  • Predikat kelulusan: Cum Laude
  • Judul skripsi: Pembetulan Harokat Akhir Kata dalam Kalimat Bahasa Arab Menggunakan Decision Tree.

Sekolah Menengah Atas

2002–2005
Madrasah Mu’allimin Muhammadiyah Yogyakarta
Madrasah Aliyah

Sekolah Menengah Pertama

1999–2002
Madrasah Mu’allimin Muhammadiyah Yogyakarta
Madrasah Tsanawiyah

Publikasi

Robust and Efficient Indonesian Span-Based Named Entity Recognition via Compact GLiNER

ETASR | 2026

Robust and Efficient Indonesian Span-Based Named Entity Recognition via Compact GLiNER

Towards Enhanced Retrieval-Augmented Generation
Fuadi, M., Wibawa, A. D., & Sumpeno, S. (2026). Robust and Efficient Indonesian Span-Based Named Entity Recognition via Compact GLiNER: Towards Enhanced Retrieval-Augmented Generation. Engineering, Technology & Applied Science Research, 16(3), 36225–36232.
DOI: 10.48084/etasr.18482Artikel

Efficient Transformer Models via Language-Aware Frequency-Based Vocabulary Pruning

IEEE Access | 2026

Efficient Transformer Models via Language-Aware Frequency-Based Vocabulary Pruning

Fuadi, M., Wibawa, A. D., & Sumpeno, S. (2026). Efficient Transformer Models via Language-Aware Frequency-Based Vocabulary Pruning. IEEE Access, 14, 50993–51006.
DOI: 10.1109/ACCESS.2026.3679735IEEE Xplore

Question Answering System with Unanswerable Question Recognition

IEEE | 2024

Question Answering System with Unanswerable Question Recognition

Fuadi, M., Wibawa, A. D., & Sumpeno, S. (2024). Question Answering System with Unanswerable Question Recognition. ICECOS 2024 — 4th International Conference on Electrical Engineering and Computer Science, Proceedings, 222–227.
DOI: 10.1109/ICECOS63900.2024.10791256IEEE Xplore

Identification of Potential Drug-Drug Interactions Using EMR Text-Mining on Atherosclerotic Heart Disease Patients

IEEE | 2024

Identification of Potential Drug-Drug Interactions Using EMR Text-Mining on Atherosclerotic Heart Disease Patients

Fuadi, M., Wibawa, A. D., Njoto, E. N., & Buntoro, G. A. (2024). Identification of Potential Drug-Drug Interactions Using EMR Text-Mining on Atherosclerotic Heart Disease Patients. Proceedings of the 2024 IEEE International Conference on Industry 4.0, Artificial Intelligence, and Communications Technology (IAICT 2024), 112–118. Hybrid, Bali, Indonesia.
DOI: 10.1109/IAICT62357.2024.10617451IEEE Xplore

Adaptation of Multilingual T5 Transformer for Indonesian Language

IEEE ITIS | 2023

Adaptation of Multilingual T5 Transformer for Indonesian Language

Fuadi, M., Wibawa, A. D., & Sumpeno, S. (2023). Adaptation of Multilingual T5 Transformer for Indonesian Language. Proceedings of the IEEE 9th Information Technology International Seminar (ITIS 2023).
DOI: 10.1109/ITIS59651.2023.10420049IEEE Xplore

Automatic Question Generation from Indonesian Texts Using Text-to-Text Transformers

IEIT | 2022

Automatic Question Generation from Indonesian Texts Using Text-to-Text Transformers

Fuadi, M., & Wibawa, A. D. (2022). Automatic Question Generation from Indonesian Texts Using Text-to-Text Transformers. 2022 International Conference on Electrical and Information Technology (IEIT), 84–89.
DOI: 10.1109/IEIT56384.2022.9967858IEEE Xplore

WhatsApp Profile Photo Investigation in Relation with Personality Traits Prediction

iSemantic | 2022

WhatsApp Profile Photo Investigation in Relation with Personality Traits Prediction

Fuadi, M., & Wibawa, A. D. (2022). WhatsApp Profile Photo Investigation in Relation with Personality Traits Prediction. 2022 International Seminar on Application for Technology of Information and Communication (iSemantic), 156–160.
DOI: 10.1109/iSemantic55962.2022.9920375IEEE Xplore

Otomatisasi Harakat Bahasa Arab Menggunakan Pemrograman Java

UIN-Maliki Press | 2010

Otomatisasi Harakat Bahasa Arab Menggunakan Pemrograman Java

Fuadi, M. (2010). Otomatisasi Harakat Bahasa Arab Menggunakan Pemrograman Java. UIN-Maliki Press, Malang. ISBN 978-602-958-323-6.
Repositori