Dr Manish Patel is a data scientist at Cloudbeds, where he builds ML-powered hotel pricing engines that solve demand estimation under extreme data sparsity. He holds a PhD in atomic physics from the University of Manchester and previously co-founded Sapling Automation, an autonomous vertical farming startup. His path from simulating quantum systems to pricing hotel rooms gives him a distinctive perspective on applying mathematical rigour to messy, real-world data problems.