Hira Ilyas done her PhD titled “Design and applications of WAVENET for solving nonlinear models” from University of Gujrat, Pakistan. She completes her M.Phil. in Applied Mathematics from University of Gujrat, Pakistan in 2015. She done her BS from University of Gujrat, Pakistan in Mathematics in 2006. In her 7 years of research career, she solved the well-known problems with computational numerical techniques specifically stochastic methods by means of MATLAB, Mathematica software’s along with statistical analysis in Minitab. She had developed computational algorithms for iterative method, WaveNet solver, spline methods, Levenberg-Marquardt back-propagation, unsupervised learning with different activation functions. She is a passionate researcher who belief the dissemination of research is an assist of sciences. She had 25 publications with overall impact factor above 130.