Technical Manager, Vivid Economics Profile / Bio Profile / Bio Neeraj Baruah leads the risk modelling for the resilient infrastructure project. He is a GIS specialist at Vivid and his geospatial skills have recently been applied to mapping the suitability of nature-based solutions given physical properties, among other projects. He is an expert in machine learning, geographic information systems, big data science and spatial econometrics, applying these tools to predict land-use change and site suitability for current and future interventions. Neeraj’s doctoral studies from the University of Cambridge utilises deep machine-learning algorithms to extract and classify urban retail infrastructure from earth observation data. Materials Title Date Learning Materials Topics Risk Assessment Frameworks for Resilient Infrastructure 3 December, 2021 Slides Climate Change, Disaster Risk Management