Projects
Each case study separates context, approach, personal contribution and evidence. Commercially sensitive or unapproved information is intentionally excluded.
GeoAI · National-scale mapping
A deep-learning framework integrating multitemporal radar, optical and elevation data to map heterogeneous agricultural landscapes and test cross-year transferability.
View case studyEarth observation · Blue carbon
An AI-enabled research initiative connecting mangrove monitoring, satellite-data workflows, stakeholder requirements and a prototype web platform.
View case studyTrustworthy AI · Independent R&D
An evidence-grounded environmental question-answering prototype designed around traceable retrieval, deterministic checks and reproducible deployment.
View case studyDisclosure
Project descriptions use only approved public information. Additional results, images and lessons will be added after publication or partner approval.