She joined IBM Almaden in 1998 working for the Garlic research project. Since 1999, she has worked in many areas of federated query compilation, including query semantics, query rewrite, pushdown analysis and query optimization. She currently works in the WebSphere Information Integrator Federated Query Compiler team, focusing on general federated query processing.