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Muhammad Rashid


Hi 👋, I am Muhammad Rashid from Pakistan, Software Engineer by profession and a Tourist 🏕️🏔️ by passion. I love to find solution to real-world problems. I love challenging tasks in my life. As far as my passion is concerned, I love adventures 🚣 in my life and my professional field. 👨🏻‍ 👨🏻‍💻

Educational Achievements 🎓:

Sr. No. Degree 📘 Institute From To
1. Ph. D.(CS) University of Turin, Italy. 2022 2025
2. MS(CS) Comsats University Islamabad, Wah Campus, Pakistan. 2017 2019
3. BS(CS) Allama Iqbal Open University Islamabad, Pakistan. 2010 2016

Educational Projects / Research Projects 💻:

1. PhD(CS) 2022-Present :

Industrial PhD funded by PNRR-CINECA Italy

Academic Supervisor

Industrial Supervisors:

  • Enrico Ferrari, HEAD OF R&D PROJECTS, Rulex Innovation Labs, Italy.
  • Damiano Verda, HEAD OF DATA SCIENCE, Rulex Innovation Labs, Italy.

Keywords: eXplainable AI, XAI, Computer Vision, Trustworthy AI, Trustworthy ML

Sr. No. Title Journal / Conference Venue Dates Location Publication Date Paper Codes
1. Can I trust my anomaly detection system? A case study. XAI-World 17-19 July 2024 Malta, Valletta XXX To Appear XYZ
2. Using Stratified Sampling to Improve LIME Image Explanations. 38th Annual AAAI Conference on Artificial Intelligence - AAAI-24 22-27 feb 2024 Vancouver, Canada. 24-03-2024 Link Stratified LIME
,Examples

2. MS(CS) (2019):

Keywords: Object Detection, Object Localization, Computer Vision, Deep Learning, Feature Engineering, Caltech-101, Caltech-256

Sr. No. Type Title Journal Publication Date Paper DOI Codes
1. Thesis Object Detection and Classification based on Feature Fusion and Deep Convolutional Networks. --- --- --- --- GitHub Repo
2. Published Article A sustainable deep learning framework for object recognition using multi-layers deep features fusion and selection. Sustainability 19 June 2020 Link LINK GitHub Repo
3. Published Article Object Detection and Classification: A Joint Selection and Fusion Strategy of Deep Convolutional Neural Network and SIFT Point Features. Multimedia Tools and Applications 08 Dec 2018 Link LINK GitHub Repo

3. BS(CS) (2016):

Sr. No. Title Codes Application Link
1. OVBTP, A Secure AI based Web Application for Venue Booking and Tour Planning GITHUB OVBTP Website

All Research Articles / Publications 📊📝:

After getting motivated, i did my research in Computer Vision and Mahcine Learning Field and published following research articles:

Sr. No. Title Journal Dated Paper Github Link
1. Can I trust my anomaly detection system? A case study. XAI-World XX-XX-XXXX To Appear XYZ
2. Using Stratified Sampling to Improve LIME Image Explanations. AAAI-24 24-03-2024 Link Stratified LIME
Examples
3. A Novel Light U-Net Model for Left Ventricle Segmentation Using MRI. Methematics 24 July 2023 Paper Link GitHub Repo
4. A sustainable deep learning framework for object recognition using multi-layers deep features fusion and selection Sustainability 19 June 2020 Google Scholar Link GitHub Repo .
5. An Optimized Approach for Breast Cancer Classification for Histopathological Images Based on Hybrid Feature Set. Current medical imaging 22 Apr 2020 Link GitHub Repo
6. Deep CNN and geometric features-based gastrointestinal tract diseases detection and classification from wireless capsule endoscopy images. Journal of Experimental & Theoretical Artificial Intelligence 02 Feb 2019 Link GitHub Repo
7. Classification of Gastrointestinal Diseases of Stomach from WCE using the improved Saliency-based method and Color Features. Multimedia Tools and Applications 06 Jun 2019 Link GitHub Repo
8. An integrated framework of skin lesion detection and recognition through saliency method and optimal deep neural network features selection. Neural Computing and Applications 08 Nov 2019 Link GitHub Repo
9. Object Detection and Classification: A Joint Selection and Fusion Strategy of Deep Convolutional Neural Network and SIFT Point Features. Multimedia Tools and Applications 08 Dec 2018 Link GitHub Repo

T E C H N I C A L - S K I L L S ⚡ :

Sr. No. Skill Level
a) Matlab Professional
b) Python Professional
c) C++ Expert
d) Edraw Expert
h) PHP Expert

C E R T I F I C A T E S 📝 :

Sr. No. Certificate Name Issued By Dated Grade (%) Course Length Certificate
a) Tensorflow Google XX-XX-XXXX ----- ------- Yes
b) Introduction to Generative AI Google 25-Mar-2024 ----- ------- Yes
c) Unlocking Grant Success with Funding Institutional Researcher Academy 15-Mar-2024 ----- ------- Yes
d) How to Protect your Data (ISO 27001 course) RuleX 08-Jan-2024 ----- ------- Yes
e) Reviewer in Scientific Journal IJEECS 23-Nov-2022 ----- ------- Yes
f) AI for Everyone DeepLearning.AI - Coursera Sep-2022 94.37 4 Weeks Link
g) PHP Programming Buraq Institute of Science and Technology 12th-Apr-2014 ~ 1st-Jul-2014 - 3 Months Yes
h) Diploma in Office Management Elysium Computer College Regd # 673 04-Mar-2007 ~ 13-Jun-2007 80.4 3 Months Yes

📫 Profile Links :

Platform Link
Google Scholar https://scholar.google.com.pk/citations?user=F5u_Z5MAAAAJ
Scopus https://www.scopus.com/authid/detail.uri?authorId=57417085200
LinkedIn https://www.linkedin.com/in/rashid-rao-cuipakistan/
ResearchGate https://www.researchgate.net/profile/Muhammad-Rashid-65
SementicScholor https://www.semanticscholar.org/author/Muhammad-Rashid/2293444837
ORCID https://orcid.org/0000-0002-2557-6845/
UnderLine https://underline.io/speakers/254136-muhammad-rashid
Sciprofiles https://sciprofiles.com/profile/rashidmuhammad
Loop Frontiersin https://loop.frontiersin.org/people/2290013/
Cousera https://www.coursera.org/learner/rashidrao-pk

Muhammad Rashid's Projects

lime-stratified-examples icon lime-stratified-examples

Examples used to generate plots for paper 'Using stratified sampling to improve LIME Image Explanations' in AAAI24

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