She has an MSc. in Computer Science from Quaid-e-Azam University, Islamabad. Her doctorate degree was completed in 1999 from the department of Engineering Mathematics, University of Bristol, UK. Her PhD thesis titled "Soft AI Methods and Visual Speech Recognition" can be found here: