She has taught various courses including Advanced data analytics for cybersecurity, Data Mining. Her research is in the area of Big Data Analytics with a focus on data mining and anomaly detection across multiple application areas. She has published in various refereed conferences such as ACM SIGKDD, SIAM Data Mining, IEEE ICDM, National Conference on Digital Government Research, IEEE ISI and journals such as IEEE TKDE, DMKD, KAIS and IDA. She holds a Ph.D. in Information Technology from Rutgers University. She completed her MBA from Rutgers University and MS in Computer Science from New Jersey Institute of Technology. Her research is funded through federal, state and private organizations including NSF, U.S. Army Corps of Engineers, MD State Highway Administration.