Academic background

Education

An academic path from mathematics education to computer science and doctoral research in information engineering.

Current doctoral study

Enrolled in October 2025. The PhD is in progress; no doctoral degree is claimed.

  1. Oct 2025–present

    Doctoral studies (PhD in progress)

    Kanazawa University, Japan

    Graduate School of Natural Science and Technology; Division of Electrical, Information and Communication Engineering.

    Research focus: Plant bioelectric potentials (BEP), signal processing, and time-series machine learning.

Completed degrees

  1. 2023–2025

    Master of Computer Science

    Universitas Amikom Purwokerto, Indonesia

    Completed master’s degree in computer science.

    Thesis: Optimization of Feature Extraction Algorithm and Visual-Based Recommendation in Image-Based Website Theme Recommendation System with Transfer Learning.

  2. 2011–2016

    Bachelor of Mathematics Education

    Universitas Negeri Semarang, Indonesia

    Completed undergraduate degree in mathematics education.

    Undergraduate research: Effectiveness of probing-prompting learning with question cards for mathematical problem-solving ability.