🧠 AI/ML Engineer | 🎓 Zewail City Graduate | 🤖 Deep Learning & Computer Vision Enthusiast
I’m Sama, a passionate AI/ML engineer and recent graduate from Zewail City of Science and Technology, with a B.Sc. in Communication & Information Engineering.
I specialize in deep learning, adversarial robustness, speech technologies, and intelligent systems — building ethical and impactful AI applications in healthcare, autonomous vehicles, and NLP.
🚘 Adversarial Attacks on Autonomous Vehicles
YOLOv8, CARLA, PyTorch, OpenCV
Robust perception under attack: Designed and defended traffic sign recognition models from adversarial inputs.
GitHub | Demo
🎧 Continuous Emotion Detection
LSTM, Change Point Detection, PyTorch
Tracked shifting emotional states in speech using time-series modeling and deep learning.
GitHub | IEEE Paper
🩻 Medical Diagnosis AI Web App
Flask, Transformers, Azure, Docker
Full-stack medical AI system with real-time disease detection, report generation, and recommendations.
GitHub
🔤 Arabic Whisper Diacritization
Hugging Face, Whisper, Torchaudio
Fine-tuned Whisper-small to transcribe diacritized Arabic audio with improved fidelity.
GitHub
🔐 Neural Cryptanalysis of AES
RNN, CNN, MLP, TensorFlow
Recovered AES keys with >97% accuracy via deep learning.
GitHub | Springer Paper
Python C++ MATLAB SQL Bash C# HTML CSS system Verilog R ARM
PyTorch TensorFlow Keras Hugging Face FastAI
Computer Vision Speech Recognition Adversarial ML Generative Models NLP
Docker Azure Streamlit Flask Firebase ROS MoveIt
Pandas NumPy scikit-learn Seaborn Matplotlib Power BI Tableau
- 🧪 Adversarial defenses for deep neural networks
- 📖 Multimodal learning with vision-language transformers
- 🧬 Research in speech recognition and emotion AI
- 🤝 Open-source contributions to healthcare and accessibility tech
“AI should amplify human potential, not replace it. My mission is to build transparent, ethical, and human-centered AI solutions.”
📬 Reach out for research collaborations, internships, or just a good AI chat!
✨ Built with passion by Sama Yousef | Last updated: July 2025