Ramandeep Singh

Ramandeep is a EuroTech Marie Skłodowska-Curie Postdoctoral Research Fellow at the Chair of Transportation Systems Engineering. Ramandeep completed her PhD in transport engineering at Imperial College London in 2019, and was a postdoctoral research associate at Imperial College London until 2022. Prior to this, she worked as a transport engineer in Australia. Her research interests lie in the application of data science techniques to improve the performance of transport networks, namely statistical modelling, machine learning, and agent-based simulation modelling. Specific applications include: integrated demand and supply side network modelling, demand forecasting, analysing journey time performance, passenger crowding estimation, asset maintenance management, road safety, and big data performance analytics.