Kritnipit Phetanan

AI Engineer | Computer Vision | Geospatial Intelligence

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I am a Data-Driven AI Engineer combining a background in Computer Vision and Geospatial Intelligence (GIS) with practical capabilities in building end-to-end systems. My current focus is on developing advanced RAG applications and LLM orchestration workflows.

A GKS Scholar holding an M.S. in Environmental Science & Engineering from UNIST, I am trilingual (English, Korean, Thai) and dedicated to bridging the gap between advanced research and production engineering, seamlessly integrating academic insights with modern architectures.

My research and technical interests include:

  • Advanced RAG applications and LLM orchestration
  • Remote sensing and satellite imagery analysis
  • Urban change detection and compliance monitoring
  • UAV/drone navigation and localization
  • Deep learning for environmental monitoring

news

Jul, 2025 Published paper on SAR remote sensing for monitoring harmful algal blooms using deep learning models in GIScience & Remote Sensing.
Sep, 2024 Joined Data Design Engineering (DDE) in Seoul, South Korea as an AI Engineer, as a member of computer vision team.
Aug, 2024 Received the Outstanding Performance Award from the National Institute for International Education (NIIED), Government of the Republic of Korea, recognizing academic excellence during the GKS scholarship program.
Aug, 2024 Completed M.S. in Environmental Science & Engineering at UNIST. Thesis: “Deep Learning for Surface Water Modeling and Monitoring in River Basins.”
May, 2024 Published paper on Enhancing flow rate prediction of the Chao Phraya River Basin using SWAT–LSTM model coupling in Journal of Hydrology: Regional Studies.
Mar, 2024 Delivered an oral presentation at the Korean Society on Water Environment (KSWE) Spring Conference and honored with the Outstanding Presentation Paper Award. View Paper Details.
Nov, 2023 Presented a poster on environmental issues and innovations at the Korea Society of Environmental Engineers (KSEE) conference.
Jun, 2023 Presented research on AI-driven hydrological modeling at the 2023 International SWAT Conference held at Aarhus University, Denmark. View Presentation.
Sep, 2022 Joined the Water-Environmental Informatics Laboratory (WEIL) at UNIST under the supervision of Prof. Kyung Hwa Cho.
Sep, 2021 Attended Jeju National University for an intensive Korean language study course as a Global Korea Scholarship (GKS) scholar.
Jul, 2021 Graduated from Chulalongkorn University with a B.S. in Environmental Science (2nd Honor).
Jul, 2021 Awarded the Outstanding Student Award by Chulalongkorn University for academic distinction.
Jun, 2021 Granted the Global Korea Scholarship (GKS) by the Korean Government for graduate studies at UNIST, covering tuition and living expenses.
Aug, 2017 Started undergraduate studies at the Department of Environmental Science, Chulalongkorn University in Bangkok, Thailand.