QuME tackles the expertise location and maintenance problem for large-scale Q&A communities. It does so by automatically distributing tasks to people who have the necessary expertise.Expertise finders are an important class of collaborative recommendation systems, but they suffer from a general problem: Current expertise finders, both commercial and research, cannot infer expertise levels very well. QuME includes novel algorithm to infer expertise levels, making a larger range of social interaction possible.