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A robust machine learning framework to detect spear-phishing emails using NLP, XGBoost, and TensorFlow. Includes explainability (SHAP/LIME), real-time prediction (FastAPI), monitoring (Prometheus + Grafana), and async feedback handling (Redis). Designed for scalability, transparency, and production-readiness.