Business Problem  A marketing client was generating 1000+ requests. During Peak times the system faced latency issues and the web portal became unresponsive, severely degrading the user experience.   Requirement  Faced with the prospect of losing customers due to a bad user experience the client engaged the VaporVM Next-Gen Data Analytics team to provide a solution.  Our Solution  Our team optimized the queries and created indexes in the AWS RDS DB.  Finally, using our deep expertise in data