I am looking for a solution for production which can manage the read and write splitting on master and slave connection as i can't affford to define multiple connection string for R/W in whole application.
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Gradually split the connections in your app. Perhaps build a DB layer to help isolate things. – Rick James Oct 5 '18 at 4:19
AWS does not have a service that provides this.
Transparent, intelligent read/write splitting is a Hard Problem™ because there are so many details that can go wrong, such as queries that use user-defined variables, which aren't deterministic unless the state of the variables is maintained across multiple connections... inconsistent reads and read-after-write due to replication lag... and many others.
The only solutions for now are third-party products like Maxscale and ProxySQL, unless you are using a connector library or ORM that manages such things for you (assuming such things exist).