حمدى أسامة محمد السيد فرج

معيد في هندسة الميكاترونيات

المعلومات المهنية

المعلومات الدراسية

نبذة مختصرة

My research interests are in Biomedical Engineering and Rehabilitation technology including prosthetic device control and embedded systems development with Machine Learning model development and deployment.

الجوائز التقديرية

- Best graduation project prototype at the IOT and AI Challenge 4th edition July 2021.
- First place at the National Competition for Prosthetics and Rehabilitation Devices in May 2022

المقالات والدوريات

- Hamdy O. Farag, Mohamed Medhat Gaber, Mohammed Ibrahim Awad, and Nancy E. Elhady. 2025. Myoelectric Prosthetic Hands: A Review of Muscle Synergy, Machine Learning and Edge Computing. ACM Comput. Surv. 57, 12, Article 311 (December 2025), 33 pages. https://doi.org/10.1145/3742471

- H. O. Farag, M. I. Awad, M. Gaber and N. E. ElHady, "Synergy-Based Machine Learning for Simultaneous Proportional Control of Prosthetic Hands: Dataset Design and Validation," 2025 15th International Conference on Electrical Engineering (ICEENG), Cairo, Egypt, 2025, pp. 1-6, doi: 10.1109/ICEENG64546.2025.11031258

- H. O. Farag et al., "Electromyography Signal Classification using Convolution Neural Network Architecture for Bionic Arm High Level Control," 2021 16th International Conference on Computer Engineering and Systems (ICCES), Cairo, Egypt, Egypt, 2021, pp. 1-6, doi: 10.1109/ICCES54031.2021.9686171

المشاريع البحثية

- Master of Science Project titled Proportional Myoelectric Control of Prosthetic Hand based on Machine Learning