Mr. Muhammad Rizwan | Deep Learning | Best Researcher Award
Multimedia University, Malaysia
 Profiles
 Profiles
 Summary
 Summary
Mr. Muhammad Rizwan is an Electronics Postgraduate with a strong background in Machine Learning, Deep Learning, and AI Robotics. He has been working with Python since 2019 and is proficient in TensorFlow, Keras, and PyTorch. Mr. Rizwan seeks opportunities to advance his career in AI and robotics, bringing hands-on experience with innovative research and a passion for solving real-world challenges.
 Education
 Education
- MPhil in Electronics, University of Peshawar (2019-2022)
- Thesis: Appearance-Based Dynamic Hand Gesture Recognition using 3D Separable CNN
 
- BS in Electronics, University of Peshawar (2015-2019)
- Project: Mind-Directed Telepresence Robot
 
- FSC in Pre-Engineering, Agriculture University Public School, Peshawar (2013-2015)
- Matric, Kings Hall Public School, Peshawar (2011-2013)
 Work Experience
 Work Experience
- Lecturer, Government College of Technology, Peshawar (2022-2023)
- Supervised final-year projects on Raspberry Pi Pico and ESA 8086/88-3 Trainer Board
- Contact: Engr. Nasrullah Khan (+92 3459419377)
 
 Research Interests
 Research Interests
- Computer Vision
- Deep Learning & Machine Learning
- Robotics
- Indoor Localization
- Plant Disease Detection
- Hand Gesture Recognition
 Skills
 Skills
- Programming: Python, C, C++
- Frameworks: TensorFlow, PyTorch
- Hardware: Raspberry Pi, Verilog HDL
- Tools: PCB Designing, MS Office
- Languages: English (Professional Working), Urdu (Full Professional), Saraiki (Full Professional)
 Research and Projects
 Research and Projects
- WIFI RSSI Fingerprint Based Indoor Localization (2024)
- Focus on 3D separable CNN for improved indoor localization.
 
- Plant Disease Detection (2022-2023)
- Developed a model for plant disease detection with high accuracy and efficiency.
 
- Dynamic Hand Gesture Recognition (2020-2022)
- Created a model using 3D Separable CNN for real-time hand gesture recognition.
 
- Virtual Reality-Based Telepresence Robot (2018-2019)
- Designed a robot for remote medical consultations in rural areas of Pakistan.
 
 Publications
 Publications
Enhancing Indoor Localization with Temporally-Aware Separable Group Shuffled CNNs and Skip Connections
- Authors: Muhammad Rizwan, Yin Hoe Ng, Hin-Yong Wong, Chee Keong Tan
- Journal: IEEE Access
- Year: 2025
Automatic plant disease detection using computationally efficient convolutional neural network
- Authors: Muhammad Rizwan, Samina Bibi, Sana Ul Haq, Muhammad Asif, Tariqullah Jan, Mohammad Haseeb Zafar
- Journal: Engineering Reports
- Year: 2024
Appearance Based Dynamic Hand Gesture Recognition Using 3D Separable Convolutional Neural Network.
- Authors: Muhammad Rizwan, Sana Ul Haq, Noor Gul, Muhammad Asif, Syed Muslim Shah, Tariqullah Jan, Naveed Ahmad
- Journal: Computers, Materials & Continua
- Year: 2023
 Professional Endeavors
 Professional Endeavors Impact and Influence
 Impact and Influence Academic Contributions and Technical Expertise
 Academic Contributions and Technical Expertise Teaching Experience
 Teaching Experience Recognitions and Awards
 Recognitions and Awards Legacy and Future Contributions
 Legacy and Future Contributions Professional Endeavors
 Professional Endeavors Technical Skills and Expertise
 Technical Skills and Expertise Legacy and Future Contributions
 Legacy and Future Contributions Summary
 Summary Education
 Education Professional Experience
 Professional Experience Research Interests
 Research Interests Professional Endeavors
 Professional Endeavors Impact and Influence
 Impact and Influence Academic Citations
 Academic Citations Technical Skills
 Technical Skills  Teaching Experience
 Teaching Experience Legacy and Future Contributions
 Legacy and Future Contributions Professional Endeavors
 Professional Endeavors Academic Citations and Legacy
 Academic Citations and Legacy Legacy and Future Contributions
 Legacy and Future Contributions Early Academic Pursuits
 Early Academic Pursuits Academic Cites
 Academic Cites