A real-time phising detection and URL scanning browser extension just by hovering (Now Available on Microsoft Edge Addons)

Production-grade MLOps pipeline for phishing URL detection with modular training, MLflow experiment tracking, FastAPI inference, and automated CI/CD to AWS

ML-powered phishing URL detection using Flask, Random Forest, and 30 heuristic security features.

Interpretable phishing email detector built with scikit-learn — TF-IDF + engineered structural features, 5-model comparison, threshold tuning, and feature importance analysis for SOC-ready explainability.

end-to-end phishing detection system using ML, FastAPI, Docker, and AWS with CI/CD deployment

Real-time phishing URL detection using Random Forest ML — 99.90% AUC-ROC