Aside

Contact

Language Skills

Indonesian
English
Norwegian
Korean

Programming Skills

Python
R
Java
PHP
Javascript
Matlab

Main

Wahyu Andy Prastyabudi

I am a PhD fellow student in the Industrial Engineering Department at UiT The Arctic University of Norway. My research interests include data-driven analytics, artificial intelligence, machine learning, and supply chain analytics. My PhD research focuses on the development of analytical frameworks for sustainable aquaculture supply chain management.

Education

M.Sc. Industrial Engineering

Pusan National University

South Korea

2016 - 2014

  • Thesis: “Activity Flow Classification Using Heat Matrix and Fuzzy Inference for Evaluation of Port Operation Proces”
  • Supervisor: Prof. Hyerim Bae

B.Sc. Information System

Institut Teknologi Sepuluh Nopember

Surabaya, Indonesia

2009 - 2005

  • Thesis: “An Implementation of A Steady State Genetic Algorithm For Optimize Multi Product Supply Chain Network Design”
  • Supervisor: Mahendrawathi Er. S.T., M.Sc., Ph.D
  • Co-supervisor: Rully Soelaiman, S.Kom, M.Kom.

Research Experience

PhD Research Fellow

ArcLog Research Group

UiT The Arctic University of Norway

Current - 2023

  • Developing conceptual framework of Sustainable Management Aquaculture Supply Chain (SMASC)
  • Analyzing the supply chain and operation management in salmon aquaculture farming
  • Developing analytical models to examine the farming operation efficiency and sustainability
  • Developing data-drivern decision models for improving tactical and operation decisions

Researcher

BAE Laboratory

Pusan National University

2014 - 2013

  • Analyzed business process workflow of port operations using process mining.
  • Developed visualization model.
  • Developed fuzzy inference evaluation model.

Industry Experience

Lecturer

Department of Industrial Engineering

Telkom University, Indonesia

Current - 2018

  • Designed and delivered curricula for undergraduate programs
  • Facilitating and mentoring students

Head of Marketing and Admission Office

Institut Teknologi Telkom Surabaya

Surabaya, Indonesia

2023 - 2021

  • Coordinated the marketing team to promote study programs
  • Managed the admission program

Head of Research and Community Services

Institut Teknologi Telkom Surabaya

Surabaya, Indonesia

2021 - 2019

  • Developed the master plan of research and community services program.
  • Managed and evaluated program implementation

Web Developer

PROFITY Co., Ltd

South Korea

2017 - 2016

  • Developed web and mobile sites for customer-centric online shopping solutions.

Internship

Lotte Data Communication Center

South Korea

2016

  • Assisted several tasks in Global Supporting Team division.

Software Engineer

PT.Nusantara Baskara Jaya

Surabaya, Indonesia

2013 - 2009

  • Dealt with clients’ requirement. Led and developed several projects.

Teaching Experience

Disclaimer

Made with the R package pagedown.

The source code is available on github.com/nstrayer/cv.

Last updated on 2026-04-30.

Machine Learning and Industrial Applications

Department of Industrial Engineering

UiT The Arctic University of Norway

2025

Introduction to Machine Learning: Methods and Applications

Department of Industrial Engineering

UiT The Arctic University of Norway

2025

Data-Driven Decision Making for Quality 4.0

Department of Industrial Engineering

UiT The Arctic University of Norway

2025

Analysis and Development of Information Systems

Department of Industrial Engineering

Institut Teknologi Telkom Surabaya

2023 - 2021

Data Analytics

Department of Industrial Engineering

Institut Teknologi Telkom Surabaya

2023 - 2022

Multi Criteria Decision Making

Department of Industrial Engineering

Institut Teknologi Telkom Surabaya

2023 - 2022

Algorithm and Programming

Department of Industrial Engineering

Institut Teknologi Telkom Surabaya

2021 - 2019

Industrial Statistics

Department of Industrial Engineering

Institut Teknologi Telkom Surabaya

2021 - 2019

Awards and Grants

Outstanding Lecturer

Institut Teknologi Telkom Surabaya

N/A

2024

  • [Award]
  • Promotion of lecturer

Designing school segmentation and evaluation model for student admission

Institut Teknologi Telkom Surabaya

N/A

2022

  • [Grant]
  • Principal investigator with Amalia Nur Alifah and Arliyanti Nurdin

Prediction model of point of interests using large taxi travel logs

Institut Teknologi Telkom Surabaya

N/A

2021

  • [Grant]
  • Principal investigator with Muhammad Dzulfikar Fauzi

Implementation of performance measurement systems (PMS) towards third-party logistics services in Indonesia

Ministry of Higher Education, Science and Technology of Indonesia

N/A

2020

  • [Grant]
  • Co-principal investigator with Rizqa Amelia Zunaidi

Demand modelling considering price, location, and rebate

Institut Teknologi Telkom Surabaya

N/A

2019

  • [Grant]
  • Principal investigator with Rizqa Amelia Zunaidi

Scholarship Awardee

Korean Government Scholarship Program

N/A

2013

  • [Award]
  • Scholarship program for master degree at Pusan National University



Selected Publications

Atwo-stage dynamic efficiency evaluation of salmon production chain in Norway

International Journal of Production Research, In-Review

N/A

2026

  • WA Prastyabudi, Hao Yu, WD Solvang

A data-driven predictive modelling of delousing treatment events in Norwegian salmon farming using machine learning

Results in Engineering, In-Press

N/A

2026

  • WA Prastyabudi, WD Solvang

A Conceptual Framework Toward the Sustainable Management of the Aquaculture Supply Chain: Insights and Future Research Directions

Logistics 10 (1), 21

N/A

2025

  • WA Prastyabudi, WD Solvang

Evaluating the efficiency of Norwegian aquaculture production areas: A Data Envelopment Analysis Approach

IFAC-PapersOnLine 59 (10), 1041-1046

N/A

2025

  • WA Prastyabudi, WD Solvang

Data-Driven Insights into High School Market Segmentation Using Multidimensional Clustering Approaches

Beyond Technology Summit on Informatics International Conference

N/A

2024

  • AN Alifah, RP Permata, IMWA Sanjaya, P Arismawati, WA Prastyabudi

Segmenting the Higher Education Market: An Analysis of Admissions Data Using K-Means Clustering

Procedia Computer Science, Vol. 234, 2024, pp. 96-105.

N/A

2024

  • Prastyabudi, Wahyu Andy, Alifah, Amalia Nur, and Nurdin, Arliyanti

Analysis of Human Performance and Potential Application of Virtual Reality (VR) Shooting Games as a Shooting Training Simulator for Military Personnel

International Journal of Technology, Vol. 15, No. 1, 2024.

N/A

2024

  • Sudiarno, Adithya, Dewi, Ratna Sari, Widyaningrum, Retno, Akbar, Reza Aulia, Sudianto, Yupit, Prastyabudi, Wahyu Andy

A Conceptual Design Of Waste Management: Smart Bin Deployment In Surabaya Smart City,

Acta Mechanica Malaysia (AMM), Vol. 4, No. 1, 2021, pp. 05-09

N/A

2021

  • Prastyabudi, Wahyu Andy and Permata, Oktavia Ayu

An Inventory Policy On Agroindustry Supply Chain: A Case Study Of Fruit Seasonal In East Java

Food & Agribusiness Management (FABM), Vol. 2, No. 2, 2021, pp. 35-39

N/A

2021

  • Arismawati, Paramaditya, Prastyabudi, Wahyu Andy

Design of Conceptual Framework for Measuring Operational Performance of Third-Party Logistics

Jurnal Teknik Industri, Vol. 10, No. 3, 2020, pp. 240-247

N/A

2020

  • Prastyabudi, Wahyu Andy, Zunaidi, Rizqa Amelia, Cahyani, Nabilla Adinna, Widianto, Hendrawan, Yuda, Arda Erico, Yamila, Elsa Diaz

Energy Consumption Data Analysis: Indonesia Perspective

Journal of Computer, Electronic, and Telecommunication, Vol. 1, No. 1, 2020.

N/A

2020

  • Prastyabudi, Wahyu Andy and Hafidz, Isa

Finding Frequent Routes From Taxi Trips With Time Windows: NYC Case

Proceedings of the 2019 5th International Conference on Computing and Artificial Intelligence. 2019, pp. 1-5.

N/A

2019

  • Prastyabudi, Wahyu Andy