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Internal tools, frameworks, and open source contributions

Integrated QMetry API with Google Sheets via Google Apps Script/Node.js to create a custom test management solution.
Impact
$5K+ annual savings, 70% less manual work

Scalable end-to-end automation framework for multi-tenant testing across PCF, MMWSS, and ILHAM tenants.
Impact
40% regression reduction

Modular performance testing framework with custom API wrappers for validating critical system features.
Impact
Validated 99.9% uptime requirements
Custom dashboards with AI integration for improved quality visibility and defect tracking.
Impact
25% improved defect detection