Test Automation
High-signal API, UI, and end-to-end coverage designed for stability and fast feedback loops.
I design quality systems that help engineering teams ship with confidence. My focus is practical test automation, AI-enhanced QA workflows, and solving release bottlenecks inside agile teams.
High-signal API, UI, and end-to-end coverage designed for stability and fast feedback loops.
Applying AI for smarter test generation, triage support, and quality risk detection.
Partnering with product and engineering to remove quality friction and improve release flow.
QA Automation Stack
Selected work
Bala is an open source, modern test management app with a NestJS API and a Next.js frontend. It is currently in an early MVP stage and actively evolving. It is designed for fast QA execution, visibility into test outcomes, and an AI-first roadmap for test case generation, failure triage, and risk-based execution planning.
Additional portfolio entries will cover automation architecture, CI quality gates, and AI-assisted QA experiments in agile delivery teams.