About Me

I am currently pursuing an MSc in Artificial Intelligence at the University of Amsterdam, in Amsterdam, the Netherlands, funded by the Indonesia Endowment Fund for Education (LPDP) scholarship. I am also actively looking for a thesis internship.

Prior to my master’s, I worked as a Machine Learning Engineer at Nomura Research Institute Indonesia until July 2025, and before that as an AI Engineer at Qlue, together over four years of experience in AI/ML research and engineering. My work mainly focused on developing computer vision solutions, and more recently, I have been exploring large language models (LLMs), multimodal models, and retrieval-augmented generation (RAG) solutions.

I graduated from Biomedical Engineering at the School of Electrical Engineering and Informatics at Institut Teknologi Bandung. For my thesis, I worked on diabetic retinopathy severity classification using a deep learning model, supervised by Professor Astri Handayani and Professor Tati Latifah Erawati Rajab Mengko. After graduation, I continued this research as a research assistant. Previously, I also worked as a research assistant at the Indonesian Institute of Sciences, focusing on optical sensor.

Here is my CV.

Publications

  • Diabetic Retinopathy Classification Using a Hybrid and Efficient MobileNetV2-SVM Model
    Taufiqurrahman, S., Handayani, A., Hermanto, B. R., & Mengko, T. L. E. R.
    2020 IEEE REGION 10 CONFERENCE (TENCON), November 2020.
    [DOI] [Link]

  • Free Spectral Range and Quality Factor Enhancement of Multi-Path Optical Ring Resonator for Sensor Application
    Taufiqurrahman, S., Dicky, G., Estu, T. T., Daud, P., Mahmudin, D., & Anshori, I.
    AIP Conference Proceedings, September 2020.
    [DOI] [Link]

  • Sensitivity Enhancement of Silicon-on-Insulator Multipath Ring Resonator Using Gold Nanodisk for Sensor Application
    Dicky, G., Taufiqurrahman, S., Estu, T. T., Wijayanto, Y. N., Manurung, R. V., Mahmudin, D., Anshori, I., & Daud, P.
    Makara Journal of Science, September 2020.
    [DOI] [Link]