Sandeep heads the Google Cloud Solutions Architecture team for Americas East. He focuses on containerized deployments and large-scale data systems. Sandeep’s background is in software engineering and he's worked for MongoDB, Ravel, 21CT, Affinegy and Apple. He has developed reference architectures for NoSQL deployments and big data pipelines, and systems to analyze social networks, document similarity, and text sentiment. Sandeep holds a BS in CompEng from Michigan and a MS in CompEng from Univ. of Texas.