Project / Case Study · AI SaaS · Security · 2025
ezGuard
AI oversight for the accounts that matter.
Watches critical accounts and workflows for anomalies, then alerts a human before the damage happens.
- React
- FastAPI
- Claude
- MongoDB
The Problem
Business accounts — email, payroll, banking, admin panels — get compromised through slow, quiet drift. By the time someone notices, the money's gone.
What I Built
ezGuard sits alongside the account, learns normal patterns, and flags what doesn't fit. Human-readable alerts, not another dashboard nobody opens.
How It Works
- Baseline learning on real activity, not generic rules
- Human-language alerts, not raw JSON
- Integrates with common business platforms
- Built for owner-operators, not SOC teams
Tech / AI
ReactFastAPIClaudeMongoDB
The Outcome
Gives small businesses the kind of quiet vigilance that used to require a security analyst.