In the section, I have added some selected work which highlight different skill sets. Most of these works are hard to perform with off-the-shelf softwares such as (Excel, SPSS, etc.)
Pre-processing Post-processing visualization
4. Developing numerical simulation to evaluate proposed arterial service patrol vehicles
Position or Job Title
A short bio with personal history, key achievements, or an interesting fact.
Email me: mail@example.com
1. Exploring spatial crash data of Orlando
The data contained 26,861 weekday daytime crashes during 3 year period. The spatial analysis was performed in R mainly using packages sf, sp, tmap, tmaptools and osmdata. The advantage of using R over GIS desktop apps is due to its flexibility and reproducibility.
Please click here for more details
2. Working with large scale GPS and OBD datasets
Dataset contained GPS trajectories of 2910 vehicles for 7 days. There were 2910 folders, each containing 7 csv files, one for each day’s record. The folders also contained a csv file which contained the start and end time of each trip.
2. Automating estimation of emissions of large scale GPS trajectories
Position or Job Title
A short bio with personal history, key achievements, or an interesting fact.
Email me: mail@example.com
5. Developing pipeline to train deeplearning models and extract value of time using Hi-Performance Computing (HPC)
Position or Job Title
A short bio with personal history, key achievements, or an interesting fact.
Email me: mail@example.com
6. Exploratory data analysis of National Household Travel Survey (NHTS)
Position or Job Title
A short bio with personal history, key achievements, or an interesting fact.
Email me: mail@example.com
Siddhartha Gulhare (site should be fully functional after April 14) 