Pulung Hendro Prastyo, S.S.T., M.Eng.

Lecturer | Researcher | AI Enthusiast

Lecturer at Politeknik Negeri Ujung Pandang with research interests in Artificial Intelligence, Machine Learning, NLP, Computer Vision, Feature Selection, and Metaheuristic Optimization.

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About Me

I am a lecturer and researcher focusing on Artificial Intelligence, Machine Learning, Natural Language Processing, Computer Vision, and Metaheuristic Algorithms. My research aims to solve real-world problems in healthcare, education, and intelligent systems.

Machine Learning Deep Learning Computer Vision NLP IoT Optimization
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Research Projects

Research Interests

Artificial Intelligence

Machine Learning and Intelligent Systems.

Natural Language Processing

Sentiment Analysis, Essay Scoring.

Computer Vision

Medical Imaging and Deep Learning.

Metaheuristic Optimization

PSO, GWO, GA, Hybrid Optimization.

Healthcare AI

Diabetes & Disease Prediction.

IoT & Smart Systems

Intelligent Embedded Systems.

Selected Publications

2025

Enhancing Diabetes Prediction Performance using Feature Selection Based on Grey Wolf Optimizer with Autophagy Mechanism

2025

Indonesian Automated Essay Scoring: A Comparative Study of Pretrained Transformer Models

2022

Enhancing Sentiment Classification Performance Using Hybrid Query Expansion Ranking and Binary Particle Swarm Optimization

2021

A Combination of Query Expansion Ranking and GA-SVM for Improving Indonesian Sentiment Classification Performance

Education

Universitas Gadjah Mada

Master of Information Technology (2019-2021)

Politeknik Negeri Ujung Pandang

Computer and Network Engineering (2013-2017)

Achievements

Research Portfolio

Diabetes Prediction

AI-based prediction using optimized feature selection.

Essay Scoring

Transformer-based Indonesian AES.

Medical Imaging

Glaucoma and retinal image analysis.

Contact

pulung.hendro@poliupg.ac.id

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