Handling Large number of raw queries in android

I am working on a project with a huge database which majorly consists of search and filtering of contents and involves umpty number of raw queries with multiple joins. Currently all the queries are as Strings spread across the whole application executed in AsyncTasks. What would be the best way to go forward with this kind of implementation , Would an ORM library be helpful in case of raw queries. What would be other ways to improve performance.