- Analyzed crash data (2017–2020) using the Ordered Logit Model in R to assess factors influencing accident severity.
- Evaluated the impact of road characteristics, lighting conditions, and traffic control measures on pedestrian and vehicle collisions.
- Submitted Manuscript at Modeling Earth Systems and Environment (Co-author)