Tareq Talaat

Teaching Assistant

• Job Details:Created comprehensive curriculum on AI including machine learning, deep learning and state-of-the-art DL architectures including transformers and vision transformers. Mentored students in technical projects and removed the gap between theory and applied applications in real environments including computer vision projects, NLP projects, machine learning projects for cybersecurity and malware detection. Designed and implemented hands-on projects in machine learning, NLP, and computer vision using PyTorch and TensorFlow. Developed and fine-tuned machine learning models for predictive learning tasks, achieving 90%+ accuracy. Implemented real-world NLP applications leveraging LLMs and transformer-based architecture. Established automated ML pipelines for data preprocessing, model training, and performance evaluation.