ACADEMIC EXPERIENCES
Electrical Engineering and Computer Science Program, College of Engineering (Cybersecurity)
Department of Computer Science, Faculty of Computer and Artificial Intelligence
Department of Computer Science, Faculty of Computer and Artificial Intelligence
Department of Computer Science, Faculty of Computer and Artificial Intelligence
Department of Computer Science, Faculty of Information Technology and Computer Science
Skills & Proficiency
Keras based on Tensorflow
Matlab Deep Learing
Pytorch
Scikit-Learn
Matlab Machine Learning
Pandas
Matplotlib
Seaborn
NumPy
Scrapy
Matlab ImageProcessing
Matlab Computer Vision
OpenCV using python
HTML
CSS
JQuery
Bootstrap
PHP
MySQL
Python
Java
C++
Android using Java
Latex
RESEARCH OVERVIEW
My research focuses on the development of advanced Machine Learning, Deep Learning, and Artificial Intelligence models to solve complex real-world problems across multiple domains such as healthcare, cybersecurity, agriculture, education, and intelligent systems. I aim to design smart, reliable, and efficient solutions that support high-impact applications with accuracy, safety, and scalability.
Current and future research interests include:
- Developing hybrid machine learning and deep learning models for nonlinear and complex systems
- Designing trustworthy and explainable AI systems with robustness and safety verification
- Applying AI techniques in cybersecurity, digital forensics, threat detection, and privacy protection
- Building intelligent healthcare systems for medical diagnosis using imaging, signal processing, and multimodal data
- Creating real-time, lightweight, and open-source AI solutions for robotics, automation, and smart environments
- Exploring Natural Language Processing, Generative AI, and multimodal learning for emerging applications
Recognition: Listed among the World's Top 2% Scientists in 2022, 2023, 2024, and 2025 (Stanford University and Scopus rankings).
PROFESSIONAL EXPERIENCE
Technical Skills
PhD of Computer Science in machine learning and deep learning using Python • 10+ years experience in academic teaching • 7+ years experience in academic control • Expertise in machine and deep learning tools such as Keras and TensorFlow using Python
Leadership & Administrative Roles
- Head and Coordinator of Information Technology Program, New Cairo Technological University (2021-2022)
- Head of Third-year Control at Faculty of Computers and AI – Benha University (2017-2018)
- Assistant Department Head, Computer Science Department – Benha University (2017-2018)
- Chairman of Library Committee for Book Fair Purchases (2017-2018)
Current Committee Memberships
- Program member of MSc in Cybersecurity – A'Sharqiyah University (2024-2026)
- Program member of BSc in Cybersecurity – A'Sharqiyah University (2024-2026)
- Member of ABET Accreditation Committee – A'Sharqiyah University (2024-2026)
- Website Content Review & Update – A'Sharqiyah University (2024-2026)
ACADEMIC PUBLISHING
Citation Indices (as of 10-04-2026)
- Total Citations: Over 5,060
- h-index: 20
- i10-index: 25
- Google Scholar: scholar.google.com/citations
Publication Summary: Published over 40 peer-reviewed publications in Q1, Q2, and Q3 international journals with high impact factors
RECENT PUBLICATIONS (2025-2026)
2026 Publications:
- Quantum-Inspired Hybrid Bald Eagle-Ukari Algorithm with Reinforcement Learning for Performance Optimization of Conical Solar Distillers - AI, 2026 (Q1, IF: 5.0)
- Hierarchical Fuzzy System Integrated with Deep Learning for Robust Classification of Breast Malignancies - Computers, 2026 (Q2, IF: 4.2)
- Enhanced Cybersecurity Threat Detection Using Generative Adversarial Networks - Scientific Reports, 2026 (Q1, IF: 3.9)
- Leveraging IoT and Marine Hydrological Data in Hybrid SARIMAX GRU Model for Tsunami Prediction - Journal of Earthquake and Tsunami, 2026 (Q2)
- Cross-domain Thermal Image Augmentation for Agricultural Disease Detection - Signal, Image and Video Processing, 2026 (Q3)
2025 Publications:
- Hybrid BERT-Vision Transformer Framework for Multimodal Emotion Recognition - International Journal of Humanoid Robotics, 2025 (Q3)
- Blockchain-Based Access Control Protocol for Cloud Educational Systems - Concurrency and Computation: Practice and Experience, 2025 (Q2)
- Generating Images from Arabic Text Using Generative Networks - International Journal of Computer Science & Network Security, 2025
KEY PUBLICATIONS & BOOKS
Book: Cyber-physical Systems for Industrial Transformation: Fundamentals, Standards, and Protocols (CRC Press, 2023)
COVID-19 Research:
• Bayesian-based Optimized Deep Learning to Detect COVID-19 - Computers in Biology and Medicine, 2022 (Q1, IF: 4.589)
• COVID-19 Cough Sound Classification Using Deep Learning - Computers in Biology and Medicine, 2021 (Q1, IF: 4.589)
• Face Mask Detection Using Deep Learning - Sustainable Cities and Society, 2020 (Q1, IF: 5.268)
• Deep Transfer Learning for COVID-19 Detection - Neural Computing and Applications, 2020 (Q1, IF: 4.774)
Medical & Healthcare AI:
• Deep Transfer Learning Models for Diabetic Retinopathy Detection - Acta Informatica Medica, 2020 (Q3)
• Comprehensive Survey of Deep Learning for Image Augmentation - Artificial Intelligence Review, 2021 (Q1, IF: 8.139)
• Semantic Segmentation Architecture for COVID Lesions - Expert Systems, 2021 (Q2)
Agriculture & Computer Vision:
• Robust System for Tomato Crop Disease Detection - International Journal of Software Science and Computational Intelligence, 2022 (Q3)
• Deep Learning in Plant Disease Detection - IJSSMET, 2020 (Q2)
• Face Completion Using Generative Adversarial Networks - International Journal of Intelligent Engineering & Systems, 2021 (Q3)
ACADEMIC REVIEWER
Reviewer for prestigious international journals and conferences including:
- IEEE Transactions on Affective Computing
- Scientific Reports
- PLOS ONE
- IEEE Access
- Cluster Computing
- Signal, Image and Video Processing
- International Journal of Machine Learning and Cybernetics
- International Journal of Computational Intelligence Systems
- International Journal of Data Science and Analytics
- BioData Mining
- BMC Endocrine Disorders
- BMC Pulmonary Medicine
- Plant Methods
- Wireless Personal Communications
- Arabian Journal of Geosciences
- IEEE ICSEDI Conference
RESEARCH PROJECTS
- Deep-Learning Face Detection for Highly Occluded Faces - A'Sharqiyah University, 2024-2025
- Bayesian-based Deep Learning for COVID-19 Detection - Yonsei Frontier Lab, 2020-2022
- Robust System for Tomato Crop Diseases Detection - Benha University, 2019-2022
- COVID-19 Cough Sound Classification - Yonsei Frontier Lab, 2020-2021
- Medical Face Mask Detection Using YOLO-v2 & ResNet-50 - University of California, 2019-2020
- Neutrosophic Set in Deep Transfer Learning for COVID-19 - University of New Mexico, 2018-2020
- Hybrid Deep Transfer Learning for Face Mask Detection - Asia University, 2018-2020
- GAN-based COVID-19 Detection from Chest X-rays - University of New Mexico, 2018-2019
- Deep Transfer Learning with CGAN for COVID-19 CT Detection - Asia University, 2017-2019
- Deep Transfer Learning for Diabetic Retinopathy - Cairo University, 2017-2019
- Breast and Colon Cancer Classification Using Data Mining - Benha, Cairo & Mansoura Universities, 2017-2019
INTERNATIONAL CERTIFICATIONS
Deep Learning
- Deep Learning for Business - Yonsei University (Coursera, 2017)
- Neural Networks and Deep Learning - deeplearning.ai (Coursera, 2017)
Machine Learning
- Machine Learning Specialization - University of Washington (Coursera, 2017)
- Machine Learning Classification, Regression & Retrieval - University of Washington (2016-2017)
Programming & Data Science
- Programming for Everybody (Python) - University of Michigan (2016)
- Interactive Programming in Python - Rice University (2017)
- Introduction to Data Science in Python - University of Michigan (2017)
- Introduction to Programming with MATLAB - Vanderbilt University (2016)
- Algorithmic Toolbox - University of California (2017)
Data Science & Analytics
- The Data Scientist's Toolbox - Johns Hopkins University (2017)
- Predictive Analytics Modeler (SPSS) - IBM (2017)
- Data Management and Visualization - Wesleyan University (2017)
AWARDS & RECOGNITION
- First Place Winner - AI for Security & Surveillance Challenge, Fifth Scientific Week 2024, Military Technological College (2024)
- Top 2% Scientists Recognition - Certificate of Appreciation from A'Sharqiyah University (2025)
- Top 2% Scientists Recognition - Multiple certificates from Benha University (2022-2024)
- Scientific Excellence Day Honor - For achievements in Research & International Publishing, Benha University (2020-2021)
- Best Academic Website Award - Benha University (2014-2015)
- Best Assistant Lecturer Award - Faculty of Computers and Informatics, Benha University (2015-2016)
- Second Place - Olympics of Computing and Information, Kafrelsheikh University (2016-2017)
GRANTS & FUNDING
- Institutional Research Support - Benha University & A'Sharqiyah University for AI, Machine Learning, and Cybersecurity projects
- International Research Funding - Participated in funded projects through collaborations with Yonsei University, University of California, Asia University, and University of New Mexico
- NVIDIA Titan X Pascal GPU Grant - 2017, to support advanced Deep Learning research at Benha University