Build a cybersecurity guardian that protects a person’s digital life in real time

This project aims to evolve the BLT-Vanish existing privacy management platform into a proactive, real-time identity defense system. While the current platform is effective at privacy management, it lacks the live features necessary to combat modern threats, such as AI-driven phishing detection, automated credential hygiene, and a unified way to correlate suspicious logins. To solve this, I plan to introduce the Universal Identity Shield, built on a hybrid local-first and edge-processing architecture. This system will provide low-latency, explainable risk scoring and actionable guidance through three key phases: developing a foundational risk engine, implementing core security workflows like dark web monitoring and guided password rotation, and hardening the production environment using Flutter and Python-based Cloudflare Workers. The project will ultimately deliver a comprehensive suite of tools, including a phishing detection engine, a zero-plaintext encrypted vault, and an anomaly correlation system, all backed by full documentation and handover materials.