Muhammad Syafrudin · Seoul

Muhammad Syafrudin · Applied Intelligence

AI, IoT, and big data, built to hold up in the messy real world. Research, teaching, and collaboration from Seoul.

10+ Years
60+* Publications
1770+* Citations
60+** Reviewed for

About

Muhammad Syafrudin
Don’t compare yourself to anyone else because we all have our own unique journey and story that we should be proud of.

I'm a full-time faculty member in the Department of Artificial Intelligence and Data Science at Sejong University in Seoul, where I've worked since 2022. Before that, I spent three years as a full-time faculty member and five years as a graduate researcher at Dongguk University.

My research is in industrial AI, IoT, and big data. I like building systems that hold up on messy, real-world data. I also teach programming, machine learning, and database courses, and enjoy helping students find their own path into the field. If you'd like to talk research or collaboration, feel free to reach out.

Research

Applying AI and data science across industries (not just manufacturing, but environment, food, health, and beyond), wherever messy real-world data needs to become reliable decisions.

R / 01

Industrial Artificial Intelligence

ML engineered for real-world industries (manufacturing, environment, food, health, and more) for prediction, monitoring, and decision support on operational data.

R / 02

Data Intelligence

Turning heterogeneous, high-velocity data into trustworthy insight through representation learning and knowledge extraction.

R / 03

Industrial Analytics

Predictive and prescriptive analytics across sectors: forecasting, anomaly detection, and optimization that turn data into measurable value.

R / 04

Industrial Informatics

The systems layer of smart, connected industries: IIoT, digital twins, and edge-cloud pipelines linking sensors to intelligence.

Journey

2014 Started out in data science research as a graduate researcher at Dongguk University, the beginning of a long fascination with what data can do in the real world.
2019 Right after graduation, I joined Dongguk University, Seoul, where I spent three years conducting research and teaching as a full-time faculty member in Korean academia.
2019 Attended the World-Class Scholars Symposium III (SCKD) in Jakarta.
2022 Joined Sejong University, embracing a new journey as a full-time faculty member, in charge of research and teaching.
2023 Spoke as a panelist at the World Scientific Forum of Indonesia (WSFI) in Bali.
2026 Something great is coming soon..

Recent updates

Loading the latest from AINTLab