Martin Clinton Tosima Manullang, Ph.D.

Researcher & Assistant Professor
Computer EngineeringArtificial Intelligence
"Hi, I am Martin. I'm a researcher and assistant professor at Program Studi Teknik Informatika, Institut Teknologi Sumatera (ITERA), a state engineering university located in Lampung."

Educational Background

Ph.D. in Electronics and Computer Engineering

National Taiwan University of Science and Technology

Master Degree in Computer Engineering

Institut Teknologi Bandung

Undergraduate in Computer Engineering

Universitas Diponegoro

Research Interest

Human-centered applicationsHealthcare technologyMultimedia processingComputer visionDeep learning

Publications (Last 3 Years)

Below are selected publications. For a complete list, please refer to Google Scholar.

From Speech to Summary: A Pipeline-Based Evaluation of Whisper and Transformer Models for Indonesian Dialogue Summarization

M. C. T. Manullang, W. Yulita, F. A. Kartagama, and A. E. K. Putra

JAIC • vol. 10, no. 1, pp. 522–534, Feb. 2026

Integrating gradient boosting and parametric architecture for optimizing energy use intensity in net-zero energy buildings

M. Kamaruddin, M. C. T. Manullang, and J.-J. Yee

Civ. Eng. J. • vol. 11, no. 3, pp. 910–931, Mar. 2025

Comparative Analysis of CNN, Transformers, and Traditional ML for Classifying Online Gambling Spam Comments in Indonesian

M. C. T. Manullang, A. Z. Rakhman, H. Tantriawan, and A. Setiawan

JAIC • vol. 9, no. 3, pp. 592–602, Jun. 2025

The impact of coloured noise on brainwave activity: Implications for indoor environment design

S. R. Tamariska, L. S.-J. Tsaih, and M. C. T. Manullang

Indoor Built Environ. • May 2025

A transformer based network for estimating blood pressure using facial videos

M. C. T. Manullang, Y.-H. Lin, and N.-K. Chou

IEEE Sens. J. • 2024, doi: 10.1109/jsen.2024.3496115

Smart camera for visitor recording based on face recognition in automatic gates (case study: New normal protocols in Institut Teknologi Sumatera)

A. K. Rizkita, R. I. Kesuma, and M. C. T. Manullang

CITES2022 • AIP Publishing, 2024

Adapting remote photoplethysmography for Indonesian subjects: an examination of diverse rPPG techniques

I. Aprini and M. C. T. Manullang

JITEL • vol. 3, no. 3, pp. 165–180, Sep. 2023

A low-cost notion to monitor and diagnose obstructive sleep apnea (ideas for an affordable sleep test in Indonesia)

M. C. T. Manullang, Y. T. Siswanto, and N. Resfita

AIP Conference Proceedings • vol. 2623, no. 1, Aug. 2023

Pendeteksian Pelanggaran Pada Penyebrangan Jalan Menggunakan Single-Shot Detector Pada ESP32

F. Novaldi, I. Amrulloh, I. W. W. Wisesa, and M. C. T. Manullang

TEMATIK • vol. 9, no. 2, pp. 119–127, Dec. 2022

Automatic Gate for Body Temperature Check and Masks Wearing Compliance Using an Embedded System and Deep Learning

R. I. Kesuma, R. Fernandes, and M. C. T. Manullang

Khazanah Informatika • vol. 8, no. 1, Mar. 2022

Books

COMPUTER VISION: Panduan Pemula Untuk Penelitian dan Aplikasi Praktis

Martin C.T. Manullang, Griffani Megiyanto R.

ITERA Press, 2025

View Book

Research Grants

  • Simlitabmas PDP (2020) : Obstructive Sleep Apnea Monitoring System
  • ITERA Smart (2019) : Customer Satisfaction Camera

Identifiers

  • NIP19930109 201903 1 017
  • NIDN0009019302
  • NUPTK3441771672130282
  • No. Reg Pendidik24100201402397

Contact

E-Mailmartin.manullang[at]if.itera.ac.id

Profiles

Scopus ID: 57218935594Google ScholarSINTAID: 6701069

Academic Society

Awards

  • Best Intellectual Property Rights
    ITERA Research and Innovation Award Night (2020)
  • 1st Best Presenter
    ICSITRD (2020)
  • 1st Best Presenter
    ICSTAR, University Bosowa (2019)
  • Awardee PK39 LPDP
    Lembaga Pengelola Dana Pendidikan (2015)

Intellectual Property

  • EC00202007198
    Cusamera : Sistem Pendeteksi Kepuasan Pelanggan Berbasis Analisis Wajah
    Kemenkumham RI (2020)
  • EC00202052528
    Purwarupa Dispenser Obat Otomatis IoT
    Kemenkumham RI (2020)

Notable Community Service / Speaker

  • •Speakers: Informatika Fest 2025, ITERA (2025)
  • •Speakers: IMWORK Symposium, Palembang (2024)
  • •Speakers: Regional IE Research Congress, Philippines (2023)
  • •Participants: 39th Annual Int. Conf. on IEEE EMBS, Sydney (2023)
  • •UMKM Workshop : E-Commerce - Kemenkop UKM (2020)
  • •PPMLN Univ. Terbuka, Taiwan: Mencari Topik Karya Ilmiah (2022)
  • •Selekda Asean Skills Competition - IoT - Kemnaker (2019)
  • •Massive Action LPDP (2018)

Professional Activities

Reviewer / Editorial

  • ✓Assessor - National Professional Certification Agency / BNSP (2026-Present)
  • ✓Reviewer - Education as Change (Scopus-indexed) (2022)
  • ✓Reviewer Team - National Seminar - FMIPA Unila (2022)
  • ✓Journal Reviewer : Jurnal Otomasi, Kontrol dan Instrumentasi - ITB (2021-Present)
  • ✓Journal Reviewer : Jurnal Teknologi Informasi ULM (2020-Present)
  • ✓Journal Reviewer : Jurnal Tabikpun FMIPA Unila (2020-Present)
  • ✓Journal Reviewer : JITEL (2022-Present)

Taiwan & Past Activities

  • ✓Caretaker of Indonesia Open University in Taiwan (2021-2022)
  • ✓English Tutor - Digital Learning Companion, MOE Taiwan (2021-2022)
  • ✓Guest Lecturer : Faperta, Univ. Jember (2020-2021)
  • ✓Co-Founder & Secretary of AI Research Center - ITERA (2020)
  • ✓Head of Technology Transfer Division, ITERA (2020)

Courses & Certifications

  • Certified Assessor - National Professional Certification Agency / BNSP (2026)
  • Associate Data Scientist - BNSP (2025)
  • Embedded Machine Learning by Edge Impulse (2021)
  • IoT and Embedded System by UCI (2021)
  • Pelatihan Teknik Instruksional (PEKERTI) (2019)
  • Applied Approach, Unhas (2022)
  • Matlab Academy: Onramp & Signal Processing
  • Deep Learning with PyTorch, Medical Images Competition

Musical Achievement

  • "Music is the arithmetic of the soul, which counts without being aware of it."
  • ♪Jakarta MRT jingle competition finalist (2017)
  • ♪Festival Jury: Sound Engineering ITERA (2019)
  • ♪Finalist of Indra Lesaman Project (ILP) (2016)
  • ♪Composer for jingles and commercial scoring (2015-Present)
  • ♪Producer: Song of Nativity, Charity Album (2015)