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Hire Muhammad Zubair A.

United States

USD 55 /hr

Statistical Signal Processing, Computer Vision, Machine learning and Applied Mathematics research

Profile Summary

Signal Processing Engineer with 7 years of experience in applied mathematical research, algorithm design and implementation. Proficient in MATLAB, C/C++, and Python with background in digital signal processing, image processing, statistical signal processing and adaptive filters. Demonstrated capability in computer vision, biomedical signal processing, machine learning and proximity theory. Adept at conducting research and a proven track record of publications in several journals and conferences. Committed continuous learner and looking for an opportunity to solve complex engineering challenges using novel methodologies.

Subject Matter Expertise

• ☆ Electrical Engineering
• ☆ Signal Processing
• ☆ Data Analysis
• ☆ Image Processing
• ☆ Machine Learning
• ☆ Computer Vision
• ☆ Applied Mathematics
• ☆ Differential Equations
• ☆ Computational Mathematics

Services

• Research
• Data & AI

Research Scientific and Technical Research

Data & AI Image Processing, Image Analysis, Algorithm Design-ML

Work Experience

PhD Candidate-Computational Intelligence Lab

University of Manitoba

September 2016 - December 2022

Network Administrator

Neuroinformatics Lab, NUST-SEECS

February 2016 - September 2016

Research Assistant - Research Associate

Neuroinformatics Lab, NUST-SEECS

October 2015 - August 2016

Education

PhD in Electrical Engineering (Department of Electrical and Computer Engineering)

University of Manitoba

September 2016 - Present

MS Electrical Engineering (School of Electrical Engineering and Computer Science)

National University of Sciences and Technology

September 2013 - August 2015

MS Electrical Engineering (School of Electrical Engineering and Computer Science)

National University of Sciences and Technology

September 2013 - August 2015

BE Electrical Engineering (School of Electrical Engineering and Computer Science)

National University of Sciences and Technology

September 2009 - June 2013

Certifications

• Certification details not provided.

Publications

JOURNAL ARTICLE

(2020). Smirnov measure of fuzzy descriptive proximity. Mathematics in Engineering, Science and Aerospace.

Tozzi, A., Ahmad, M.Z., Peters, J.F.(2020). Neural computing in four spatial dimensions . Cognitive Neurodynamics.

Ahmad, M.Z., Peters, J.F.(2020). Fuzzy hyperconnected proximity spaces and fuzzy summability over CW complexes. Application of Smirnov fuzzy similarity in video analysis . Soft Computing.

Mallat's Scattering Transform Based Anomaly Sensing for Detection of Seizures in Scalp EEG @ARTICLE{8002589, author= {M. Z. Ahmad� and A. M. Kamboh and S. Saleem and A. A. Khan}, journal= {IEEE Access}, title= {Mallat's Scattering Transform Based Anomaly Sensing for Detection of Seizures in Scalp EEG}, year= {2017}, volume= {PP}, number= {99}, pages= {1-1}, keywords= {Discrete wavelet transforms;Electroencephalography;Feature extraction;Fourier transforms;Scattering}, doi= {10.1109/ACCESS.2017.2736014}, month= {}} . IEEE Access.

Mallat's Scattering Transform Based Anomaly Sensing for Detection of Seizures in Scalp EEG @ARTICLE{8002589, author= {M. Z. Ahmad� and A. M. Kamboh and S. Saleem and A. A. Khan}, journal= {IEEE Access}, title= {Mallat's Scattering Transform Based Anomaly Sensing for Detection of Seizures in Scalp EEG}, year= {2017}, volume= {PP}, number= {99}, pages= {1-1}, keywords= {Discrete wavelet transforms;Electroencephalography;Feature extraction;Fourier transforms;Scattering}, doi= {10.1109/ACCESS.2017.2736014}, month= {}} . IEEE Access.

M.Z. Ahmad and A.A. Khan and S. Mezghani and E. Perrin and K. Mouhoubi and J.L. Bodnar and V. Vrabie(2016). Wavelet subspace decomposition of thermal infrared images for defect detection in artworks . Infrared Physics & Technology. 77. p. 325 - 334.

M.Z. Ahmad and A.A. Khan and S. Mezghani and E. Perrin and K. Mouhoubi and J.L. Bodnar and V. Vrabie(2016). Wavelet subspace decomposition of thermal infrared images for defect detection in artworks . Infrared Physics & Technology. 77. p. 325 - 334.

PREPRINT

(2019). Proximity Induced by Order Relations.

(2018). Hyperconnected Relator Spaces. CW Complexes and Continuous Function Paths that are Hyperconnected.

(2018). Descriptive Unions. A Fibre Bundle Characterization of the Union of Descriptively Near Sets.

(2018). Descriptive Cellular Homology.

(2017). Geodesics of Triangulated Image Object Shapes. Approximating Image Shapes via Rectilinear and Curvilinear Triangulations.

CONFERENCE PAPER

(2016). Multiscale Chracterization of Undercoat alteration using active infrared thermography .

Seizure Detection using EEG: A survey of different techniques.