Hi 👋, I am Muhammad Rashid, Software Engineer by profession and a Tourist 🏕️🏔️ by passion. I love to find solution to real-world problems. As far as my passion is concerned, I love adventures 🚣 in my life and in my professional field. 👨🏻💻
| Sr. No. | Degree 📘 | Institute | From | To |
|---|---|---|---|---|
| I. | Ph. D.(CS) | University of Turin, Italy. | 2022 | 2025 |
| II. | MS(CS) | Comsats University Islamabad, Wah Campus, Pakistan. | 2017 | 2019 |
| III. | BS(CS) | Allama Iqbal Open University Islamabad, Pakistan. | 2010 | 2016 |
Industrial PhD funded by PNRR-CINECA Italy
- Elvio Gilberto Amparore , University of Turin, Italy
- 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 ( World Conference on eXplainable Artifitial Intelligence) | 17-19 July 2024 | Valletta, Malta | 10 July 2024 | Link | XAD Codes |
| 2. | Using Stratified Sampling to Improve LIME Image Explanations. | AAAI-24 (38th Annual AAAI Conference on Artificial Intelligence) | 22-27 feb 2024 | Vancouver, Canada. | 24-03-2024 | Link | Stratified LIME ,Examples |
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 | PDF 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 | PDF Link | LINK | GitHub Repo |
| Sr. No. | Title | Codes |
Application Link |
|---|---|---|---|
| 1. | OVBTP, A Secure AI based Web Application for Venue Booking and Tour Planning | GITHUB | OVBTP Website |
After getting motivated, i did my research in Computer Vision and Mahcine Learning Field and published following research articles:
| Sr. No. | Title | Journal / Conferencce |
Dated | Paper  |
Codes |
|---|---|---|---|---|---|
| 1. | Can I trust my anomaly detection system? A case study. | XAI-World  |
10 July 2024 | PDF Link | Anomaly detection system |
| 2. | Using Stratified Sampling to Improve LIME Image Explanations. | AAAI-24 | 24-03-2024 | PDF Link | Stratified LIME Examples |
| 3. | A Novel Light U-Net Model for Left Ventricle Segmentation Using MRI. | Methematics | 24 July 2023 | PDF Link | GitHub Repo |
| 4. | A sustainable deep learning framework for object recognition using multi-layers deep features fusion and selection | Sustainability | 19 June 2020 | PDF 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 | PDF 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 | PDF 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 | PDF 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 | PDF 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 | PDF Link | GitHub Repo |
| Sr. No. | Certificate Name | Issued By | Dated | Grade (%) | Course Length | Certificate |
|---|---|---|---|---|---|---|
| 1. | OxML Generative AI & Representation Learning | Oxford University,UK | July 2024 | --- | 11-14 July 2024 | LINK |
| 2. | OxML Health & Bio | Oxford University,UK | July 2024 | --- | 6-9 July 2024 | LINK |
| 3. | Introduction to TensorFlow for Artificial Intelligence,Machine Learning, and Deep Learning | DeepLearning.AI | 12-Jun-2024 | 100% | 17 hours | Yes |
| 4. | Introduction to Generative AI | 25-Mar-2024 | ----- | ------- | Yes | |
| 5. | Unlocking Grant Success with Funding Institutional | Researcher Academy | 15-Mar-2024 | ----- | ------- | Yes |
| 6. | How to Protect your Data | RuleX | 08-Jan-2024 | ----- | ------- | Yes |
| 7. | Reviewer in Scientific Journal | IJEECS | 23-Nov-2022 | ----- | ------- | Yes |
| 8. | AI for Everyone | DeepLearning.AI - Coursera | Sep-2022 | 94.37 | 4 Weeks | Link |
| 9. | PHP Programming (Web Development) | Buraq Institute of Science and Technology | 12th-Apr-2014 ~ 1st-Jul-2014 | - | 3 Months | Yes |
| Sr. No. | Certificate Name | Issued By | Dated | Location | From-To | Certificate |
|---|---|---|---|---|---|---|
| 1. | XAI-World (Conference) | World Conference on eXplainable Artificial Intelligence | July 2024 | Valletta,Malta | 17-19 July 2024 | LINK |
| 2. | AAAI24 (Conference) | Association for the Advancement of Artificial Intelligence (AAAI) | Feb 2024 | Vancouver, Canada | 22-27 Feb 2024 | LINK |
| 3. | ECML-PKDD (Conference) | European Conference on Machine Learning-PKDD | Sep 2023 | Turin,Italy | Sep 2023 | 18-22 Sep 2023 |
| 4. | AI for Health (Subject from School) | Bertinoro International Spring School (BISS-23) | Mar 2023 | Bologna,Italy | XX-XX Mar 2023 | LINK |
| 5. | Hybrid Quantum Computing (Subject from School) | Bertinoro International Spring School (BISS-23) | Mar 2023 | Bologna,Italy | XX-XX Mar 2023 | LINK |
| Platform | Link |
|---|---|
| Google Scholar | https://scholar.google.com.pk/citations?user=F5u_Z5MAAAAJ |
| Scopus | https://www.scopus.com/authid/detail.uri?authorId=57417085200 |
| 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 |
| Web of Science | https://www.webofscience.com/wos/author/record/KSM-3480-2024 |
| 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 |