Metrics

Engineering impact

Outcome-focused metrics from product delivery and system hardening.

Core modules shipped

Before: 2 → After: 7

Expanded from contact-only admin to multi-module CMS.

Admin authentication hardening

100%

Before: Static key → After: DB + JWT

Implemented hashed credentials and token-based authorization.

API fallback incidents

-70%

Before: Frequent → After: Rare

Improved stability through connection retry and health checks.