Vaswani, who is a professor of electrical and computer engineering, studies data science, with a particular focus on statistical machine learning, signal processing, and medical imaging. In the last decade, her research has introduced novel online and mini-batch algorithms for structured high-dimensional signal learning problems. More recently, her work has focused on secure distributed learning algorithms. Vaswani also directs the CyMath program at Iowa State.