Irfan Mas'udi

Hello, I'm Irfan,

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I’m an AI/ML Engineer with 5+ years of experience taking machine learning from research to production. At Samsung Research Indonesia, I design and deploy large-scale ML systems that power consumer products.

Beyond engineering, I’m deeply interested in the mathematical foundations of machine learning and deep learning, particularly statistical learning, probabilistic modeling, and optimization. I enjoy understanding the theory behind it, which bringing that understanding into practical ML system design.

My Master’s in Computer Science and Engineering at Politecnico di Milano sparked my curiosity, which I’ve continued to explore beyond academia.

selected publications

  1. ICSE
    DILLEMA: Diffusion and Large Language Models for Multi-Modal Augmentation
    Luciano Baresi, Davide Yi Xian Hu, Muhammad Irfan Mas’udi, and 1 more author
    In IEEE/ACM International Workshop on Deep Learning for Testing and Testing for Deep Learning, DeepTest@ICSE 2025, Ottawa, ON, Canada, May 3, 2025, 2025
    DOI
  2. IEEE
    eROV: Depth and Balance Control for ROV Motion using Fuzzy PID Method
    Eko Henfri Binugroho, Wafiqqurochman Ab, Muhammad Irfan Mas’udi, and 3 more authors
    In 2019 International Electronics Symposium (IES), 2019
    DOI
  3. IEEE
    Fusion of Feedforward and Feedback Control Using Fuzzy for Active Handling and Dribbling System in MSL Robot Soccer
    Muhammad Irfan Mas’udi, Fernando Ardilla, and Iwan Kurnianto Wibowo
    In 2018 International Electronics Symposium on Engineering Technology and Applications (IES-ETA), 2018
    DOI