About Me
I am an MS Computer Science Graduate, researcher, and also working as a Lecturer in FAST NUCES. My area of research includes
- Medical Imaging
- Artificial Intelligence
- Semantic Segmentation
- Bioinformatics
Here is the link to my resume.
Projects
Evaluation of Multi-Modal MRI Images for Brain Tumor Segmentation
https://ieeexplore.ieee.org/abstract/document/8994408/Code repository for the published research paper
- A method that incorporates a deep learning-based model U-Net to address brain tumor localization.
- Utilizing BRATS2015 as the primary dataset for Brain MRI Images.
- Using the same architecture for the evaluation of individual modalities.
- Presented and published in ICET’19 conference.
Open source Graph Theory C library contribution
- Code for implementing the BK algorithm to show all maximal cliques and one maximum clique from within set of maximal cliques.
- Implemented in C language using Graph Theory concepts.
Data Dissemination for Bioinformatics - An Agent Migration Approach
Final Year Capstone Project for the BS Computer Science
- An agent migration approach to fill in the gap that existing approaches have not addressed: retrieving remote data in a low-quality network environment, especially unstable mobile computing environments and do the client-side computation on the server end.
- The ability of migration offers mobile agents a means to overcome the high latency or limited bandwidth problem by moving their computations to required resources or services. Users will be able to see his/her activity graphically visualized logs and statistics on their smartphone screen.
- The proposed approach can also overcome the resource limitation of mobile terminals and release mobile users from keeping online persistently.
Experience
- Started working remotely as a Python Scripter at a US-based company.
- Working on projects related to data collection, data analytics, and web scraping.
- Promoted under the Computer Science Department as a Lecturer.
- Teaching courses including ‘Computer Architecture’, ‘Object-Oriented Programming’ and ‘Software Analysis & Design’ in Fall 2020.
- Supervising CS undergraduate students for their final capstone project in the fields of computer vision, deep learning, and time series analysis.
- Worked under the Computer Science Department as a Lab Instructor.
- Involved teaching courses including Introduction to Computing, Programming Fundamentals, and Digital Logic Design.
- Gained skills in SQL, Python and C++ programming languages.
Education
Coursera
AI for Medicine Specialization
August 2020 - To Date
A three-course Specialization practical experience in applying machine learning to concrete problems in medicine and healthcare.
NUCES, Pakistan
MSc Computer Science
2016 - 2019
Research and projects related to bioinformatics, Medical Imaging, Graph Theory, Rough sets, and Analysis of Algorithms. My thesis topic was “Evaluation of Multi-Modal MRI Images for Brain Tumor Segmentation”.
NUCES, Pakistan
BSc Computer Science
2012 - 2016
Final Year Project was entitled “Data Dissemination for Bioinformatics: An Agent Migration Approach”
Key Achievements & Duties
- Sports Head - NUCES, Pakistan - January 2020-To Date
- Faculty Head ACM-Student Chapter - NUCES, Pakistan - January 2020-To Date
- Learning to Teach Online Certification - Coursera - July 2020-August 2020
- 2 Bronze Medal (BSCS) - NUCES, Pakistan - August 2012-May 2016
- Android Development Certification - NUCES, Pakistan - August 2012-May 2016
- Vice-chairperson and International Member of ACM-Student Chapter - NUCES, Pakistan - August 2012-May 2016