Education

Doctoral Degree in Electrical Engineering

2023–2026
Institut Teknologi Sepuluh Nopember (ITS), Indonesia
Department of Electrical Engineering, Faculty of Intelligent Electrical and Informatics Technology
  • Indonesia Endowment Fund for Education (LPDP) Scholarship Awardee.
  • GPA: 3.95/4.00
  • Graduation distinction: Magna Cum Laude
  • Dissertation topic: Conversational AI

Master of Engineering in Electrical Engineering

2021–2023
Institut Teknologi Sepuluh Nopember (ITS), Indonesia
Department of Electrical Engineering, Faculty of Intelligent Electrical and Informatics Technology
  • Ministry of Communications and Informatics (Kominfo) Scholarship Awardee.
  • GPA: 3.89/4.00
  • Graduation distinction: Cum Laude
  • Areas of specialization: Artificial Intelligence, Image Processing, and Natural Language Processing.

Bachelor of Informatics

2006–2010
Universitas Islam Negeri Maulana Malik Ibrahim Malang, Indonesia
Department of Informatics Engineering, Faculty of Science and Technology
  • GPA: 3.64/4.00
  • Graduation distinction: Cum Laude
  • Areas of specialization: Artificial Intelligence, Text Mining, and Software Engineering.

Senior High School

2002–2005
Madrasah Mu’allimin Muhammadiyah Yogyakarta, Indonesia
Madrasah Aliyah

Junior High School

1999–2002
Madrasah Mu’allimin Muhammadiyah Yogyakarta, Indonesia
Madrasah Tsanawiyah

Experience

Teaching Practitioner — Praktisi Mengajar

2023
Praktisi Mengajar, Ministry of Education, Culture, Research, and Technology of the Republic of Indonesia
  • Participated as a teaching practitioner in a national higher-education collaboration program connecting lecturers with expert practitioners.
  • Taught Artificial Intelligence and Web Development courses at Universitas Surakarta, STMIK Bina Patria Magelang, and Politeknik Negeri Madiun.

Head of Information Technology Services

2018–2021
Universitas Islam Negeri Maulana Malik Ibrahim Malang, Indonesia
  • Planned, managed, and developed information technology systems, network infrastructure, and data center operations within the university.

Functional IT Officer

2010–Present
Universitas Islam Negeri Maulana Malik Ibrahim Malang, Indonesia
  • Responsible for managing, maintaining, and developing information technology systems.

Lecturer

2011–2013
Universitas Islam Negeri Maulana Malik Ibrahim Malang, Indonesia
  • Taught Web Programming and Operating Systems courses.

Computer Instructor

2005–2006
Indo Computer Kediri, Indonesia
  • Taught Microsoft Office and Graphic Design.

Reporter

2004–2005
Majalah Kuntum, Indonesia
  • Worked as a reporter for Majalah Kuntum, recognized by the Indonesian Museum of Records (MURI) as Indonesia’s oldest student magazine.

Publications

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.18482Article

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 - ICECOS | 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 - IAICT | 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

IEEE - 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

IEEE - 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.
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