Experience of working with wide spectrum of projects and handling different type of datasets

Different types of projects

During ongoing PhD and as a graduate research assistant, I had opportunity to work in wide spectrum of projects which include topics such as:

• Travel behavior/mode choice behavior
• Online shopping trends
• Connected and autonomous vehicles
• Emissions and fuel consumption
• Transportation safety
• Spatial and temporal analysis
• Impact of COVID on travel behavior

Different type of datasets

As a part of these projects, I have handled different types of datasets which include:

• Travel behavior datasets
  • National Household travel survey (NHTS) data
  • Bay Area Travel Survey (BATS) data
  • COVID future data (hosted on Arizona State University’s website)
  • Online survey data
• Accident datasets
  • Crash data
• Traffic related datasets
  • Large scale GPS trajectory datasets
  • Processed LIDAR data
  • Open street maps
  • APIs – Google maps API, Here API, Open Street Route Machine API
  • Automated Traffic Signal Performance Measure (ATSPM) data

For my PhD dissertation, I also generated large scale synthetic data with specific mode choice behaviors using various discrete choice models.