Specializing in Cybersecurity, Adaptive MLOps, and Phishing Detection on Social Streams. Based at Fayoum University.
Teacher Assistant at the Faculty of Computers and AI, Fayoum University. PhD Researcher focused on MLOps and Security.
Developing resilient frameworks like PRISM and HAMF to detect phishing in real-time Twitter streams.
Python, TensorFlow, Spark, Kubernetes, and Explainable AI (SHAP/LIME).
Key contributions from my PhD Thesis: "Phishing Detection on Twitter Streams"
Progressive Risk-Informed System for Maintenance. An adaptive system that prioritizes retraining based on threat severity bands.
Hybrid Adaptive MLOps Framework. A comprehensive lifecycle automation system ensuring Fairness, Privacy, and Explainability.
Introducing integrated frameworks (PRISM & HAMF) for detecting phishing in high-velocity social media environments using MLOps.
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