My Writing
Articles & Publications
A curated collection of my writings on Medium, Blogspot, and personal notes covering technology, AI, geospatial research, and development.
MediumAug 2024
Data Collecting and Training for LULC Classification in Chonburi, Thailand
Explaining about LULC Classification with satellite data, with the study case of Chonburi Province, Thailand
4 minutes read
Machine LearningClassificationResearch
BlogspotSep 2026
Early Internship Journey at KMUTT: Diving into Geospatial Innovation, Climate Resilience, and New Cultural Horizons
A notes in first day as an intern in KGEO, KMUTT, Thailand
4 minutes read
InternshipKMUTTThailand
MediumAug 2024
Data Testing for LULC Classification in Chonburi, Thailand
In a geospatial context, data testing for LULC Classification is a testing process with the provided latitude and longitude point, and with that point, it creates an area that needs to be classified by the model created by data training.
3 minutes read
GeospatialClassificationResearch
BlogspotSep 2026
From Network Security to Neural Network: Overcoming Data Challenges in Mangrove Biomass Mapping
A journey of one of the weeks in KGEO, working with classes, and explorations
4 minutes read
GeospatialResearchAI