Coding Projects

Collection of transportation-related programming projects in R and Python

Transportation Coding Projects

I’ve developed numerous coding projects, primarily using R and Python, to address various transportation challenges. Many of these projects emerged from coursework in AI and machine learning, while others were developed for term papers or specific research initiatives.

Project Portfolio

BMA Garbage Logistics

  • Technology: Python, QGIS
  • Description: Optimization algorithms for garbage collection routing in Bangkok

Sustainable Transportation

  • Technology: R, Shiny
  • Description: Data visualization and analysis tools for evaluating sustainable transportation initiatives

Airport Egress Modelling

  • Technology: Python, TensorFlow
  • Description: Predictive models for passenger flows at Don Mueang International Airport

Mode Change Prediction

  • Technology: Python, scikit-learn
  • Description: Machine learning models to predict transportation mode shifts

Travel Demand Survey Analysis

  • Technology: R, ggplot2
  • Description: Statistical analysis and visualization of travel survey data

Shared Mobility in University

  • Technology: Python, NetworkX
  • Description: Network analysis of potential shared mobility systems on university campuses

Land Use Changes and Transport Demand

  • Technology: R, GeoDa, QGIS
  • Description: Spatial analysis of land use patterns and their relationship to transportation demand

Technical Skills Showcase

These projects demonstrate proficiency in:

  • Statistical analysis and modeling
  • Machine learning and predictive analytics
  • Network optimization
  • Geographic Information Systems (GIS)
  • Data visualization
  • Transportation demand modeling
  • Routing algorithms