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.

Work Experience

January 2023 - current

EuroTech Marie Skłodowska-Curie Postdoctoral Research Fellow

Chair of Transportation Systems Engineering, Technical University of Munich, Germany

August 2019 - December 2022

Postdoctoral Research Associate

Transport Strategy Centre, Imperial College London, United Kingdom

February 2015 - August 2019

Ph.D. Candidate and Research Assistant

Transport Strategy Centre, Imperial College London, United Kingdom

April 2011 - September 2013

Transport Engineer

AECOM, Australia

January 2010 - March 2011

Transport Engineer

KBR, Australia

Education

2015 - 2019

Ph.D. Transport Engineering

Imperial College London, United Kingdom

2013 - 2014

MSc Transport

Imperial College London, United Kingdom

2006 - 2009

BEng Civil Engineering 

Queensland University of Technology, Australia