Associate Professor
Dept. Electrical & Computer Engineering
Air University Islamabad, Pakistan
Dept. Electrical & Computer Engineering
Air University Islamabad, Pakistan
I am currently Associate Professor at Air University where I was Assistant Professor until 2022. Before joining Air University, I held 2 postdoc positions at University of Sydney and University of New South Wales (UNSW) where I'm Visiting Fellow since Jan 2012. I completed my PhD at UNSW. My research focuses on statistical signal processing and machine learning. More specifically, I develop signal processing algorithms for system identification and stochastic filtering for systems observed via point processes. I teach courses in statistical signal processing and control.
20 August 2025
Invited Talk, 22nd IEEE IBCAST, The Geometry of Optimization on Manifolds
12 December 2024
Continuing Professional Development (CPD) Lecture, Controllability and Reachability for Linear Time-Variant Systems [pdf]
4 October 2023
CPD Lecture, Graph Signal Processing for Machine Learning
23 August 2023
20th IEEE Intl. Bhurban Conf. Applied Sci. & Tech. (IBCAST), On the Time-Variant Step Size Posterior LMS Algorithm [pdf]
15 August 2022
CPD Lecture, Nonconvex Optimization for Signal Processing and Machine Learning, [pdf]
31 March 2022
I have been awarded the Higher Education Commission (HEC) National Research Project for Universities (NRPU) grant 2022-2025. The funding will support a PhD student and a Research Assistant at the Masters level. Potential PhD students with a strong background in mathematics are encouraged to apply.
16 December 2021
60th IEEE Conf. Decision & Control (CDC), Partial Trajectory Mutual Information Flow in a Small Point Process Network [pdf] [talk]
8 June 2021
46th IEEE Intl. Conf. Acoustics, Speech & Signal Processing (ICASSP), Mutual Information Flows in a Bivariate Point Process [pdf] [talk] [poster]
15 December 2020
59th IEEE Conf. Decision & Control (CDC), An EM Algorithm for the Time-Variant Vector Hawkes Process [pdf] [talk]
12 February 2018
CPD Lecture, Exploiting Sparsity in Signal Processing, [pdf]
10 November 2017
I am Partner Investigator on an Australian Research Council (ARC) Discovery grant 2018-2020. Potential PhD/Masters students with a strong background in mathematics are encouraged to apply.
10-13 July 2017
Summer School Air University, Sparse Signal Processing, [pdf]
14 March 2017
I have been awarded the HEC NRPU grant 2017-2019. The funding will support 1 PhD student and 2 Masters students. Potential PhD/Masters students with a strong background in mathematics are encouraged to apply.