Programmer Analyst & Lecturer · Manado, Indonesia
I build practical software and teach the next generation of engineers.
I'm Wisard Kalengkongan — a programmer analyst and university lecturer at Universitas Sam Ratulangi, focused on information systems, decision-support methods, and applied AI, both in production and in the classroom.
- 13+
- Years in tech
- 21
- Publications
- M.Kom.
- Ilmu Komputer
What I work on
github.com/wisard17 →- 01
Web & Information Systems
Building web-based applications and campus information systems with PHP, JavaScript, Yii2, and CodeIgniter — from academic platforms to internal tools.
- PHP
- Yii2
- CodeIgniter
- 02
IoT & Embedded Systems
Designing IoT monitoring solutions that integrate hardware like RFID and microcontrollers with real-time notifications and dashboards.
- IoT
- RFID
- Telegram API
- 03
Machine Learning & Data
Applied machine learning work including sentiment analysis and decision-support systems using Python, SVM, Random Forest, and TOPSIS methods.
- Python
- Machine Learning
- NLP
- 04
Academic Research & Publications
21 peer-reviewed publications spanning decision-support systems, IoT, information systems, and applied machine learning.
- 21 papers
- Research
- Lecturing
What I do
Software Development
Building web-based information systems and applications as a programmer analyst, with over a decade of hands-on delivery experience.
- Web information systems
- Programmer analysis
- Application development
Teaching & Lecturing
Lecturing at Universitas Sam Ratulangi, guiding students through computer science, information systems, and applied research.
- University lecturing
- Student research supervision
- Curriculum & coursework
Applied Research
Published research spanning decision-support systems, machine learning, and IoT — 21 works with a focus on real-world problems.
- Decision support (TOPSIS, VIKOR)
- Machine learning & NLP
- IoT systems
Tools I reach for
- PHP
- JavaScript
- Yii2
- CodeIgniter
- Python
- Machine Learning
- MySQL
- Bootstrap
- WordPress
- IoT
About
I split my time between building information systems and helping students understand how software actually works.
Over more than 13 years I've worked as a programmer analyst and developer — at PT Petrolab Services and IPB University — building web-based information systems with PHP, JavaScript, and related tooling. I hold a Magister Komputer (M.Kom.) from IPB University.
Since 2022 I've been a lecturer at Universitas Sam Ratulangi in Manado, where I teach and supervise student research across information systems, decision-support methods, machine learning, and IoT. To date I've authored 21 publications.
Currently
Lecturer, Universitas Sam Ratulangi
Based in
Manado, Indonesia