Expert in deep learning projects based on Convolutional Neural Networks (CNNs) for image processing and computer vision applications.
I am a Ph.D. scholar and have more than 3 years of experience in DL and AI. I have developed DCNN and Bayesian CNN models for Lung disease identification, Fingerprint, palmprint, and face biometric identification.
I have more than 10 scientific journal publications in impact factor journals with a combined impact factor of 30.1
For the list of publications, please refer to my Google Scholar profile:
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Tools (in order of expertise):
Python (Keras/Tensorflow), Matlab, C++, HEVC/MV-HEVC, Nvidia CUDA, iOS (Objective-C), SQL, MS Excel (VBA), ASP.NET and VB.Net
Medical Imaging and Diagnostics Lab, COMSATS, Pakistan
Apr, 2019 - Present
•
5 years, 9 months
Research Associate
Mar, 2020 - Present
•
4 years, 10 months
As a research associate in MID Lab, I am working on lung disease identification using deep learning models from chest X-ray and CT scan images. I am also working on improving interpretability of deep learning models to develop trust for their use in security critical applications such as medical imaging diagnostics.
Research Assistant
Apr, 2019 - Mar, 2020
•
11 months, 1 day
As a research assistant in MID Lab, I worked on the identification and classification of various lung diseases using Deep Learning methodologies. The work involved developing state-of-the-art models for lung disease classification using Chest X-ray images, lung cancer identification using CT scans and Histopathology slides (biopsy), developing a web-based Tuberculosis identification system using Python/Django framework, writing journal papers, and supervising students.
Apr, 2019 - Present
•
5 years, 9 months
Research Assistant/Software design engineer
May, 2016 - Mar, 2019
•
2 years, 10 months
House of Technology Pvt. Ltd., Islamabad, Pakistan
May, 2016 - Mar, 2019
•
2 years, 10 months
As a research assistant, I worked on deep learning projects such as TB identification using BCNN, surgical telementoring system using HEVC and CNN, fingerprint/face/pamlprint classification.
As a software design engineer, my activities included iOS development, designing databases, designing SQL queries, creating MS Excel reports (VBA), and designing websites.
May, 2016 - Mar, 2019
•
2 years, 10 months
Education
COMSATS Institute of Information Technology
2019 - 2020
•
1 year
Doctor of Philosophy in Computer Science (on-going) Expected completion in 2023
Pakistan
2019 - 2020
•
1 year
MS Computer Science
2012 - 2014
•
2 years
Pakistan
2012 - 2014
•
2 years
BS Computer Science
2007 - 2011
•
4 years
Pakistan
2007 - 2011
•
4 years
Certifications
Computer Graphics
F
Foundation vWorker Member
Verifications
On time
100%
On budget
100%
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