work Machine Learning Approach to Predict Railway Track Buckling Our first project with my Prof. Chayut Thailand Transport Open Data Platform An initiative to collect, standardize, and democratize transportation data across Thailand Railway Flood Risk Mapping Development of flood risk maps for railway tracks in nationwide floodplain areas using digital surface models and machine learning Travel Time Analysis Methods Comparing Snapshot and Vehicle Trajectory approaches for travel time calculation projects NaviCity Transportation routing application for optimizing travel cost and time Portal On-demand bus riding application using machine learning fun Urban Green Spaces Reimagining Bangkok's public realm through integrated policy, business, and spatial planning approaches research Research Works Collaborative research projects at Chulalongkorn University Transportation Institute Coding Projects Collection of transportation-related programming projects in R and Python
