Skills

Driving Traffic Research with Technology

From simulation platforms to data analysis—a reusable research toolchain.

Skill Overview

Six-dimension self-assessment, out of 100

▎Simulation Platforms

  • SUMO5/5
  • VISSIM3/5
  • Paramics2/5

▎Programming Languages

  • Python5/5
  • C++3/5
  • SQL3/5
  • JavaScript / TypeScript3/5

▎Data & AI

  • NumPy5/5
  • Pandas5/5
  • PyTorch3/5
  • Scikit-learn4/5

▎GIS & Visualization

  • QGIS4/5
  • ArcGIS3/5
  • Leaflet4/5
  • ECharts4/5
  • D3.js3/5

▎Dev Tools

  • Git4/5
  • Docker3/5
  • Linux4/5
  • TraCI4/5