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Career and learning progress over time
Focusing on automation infrastructure, test architecture, and exploring AI-driven engineering.
Built automation frameworks with Python, Playwright, Pytest; CI/CD and release quality.
Began career in software; transitioned from manual testing toward QA automation.
Graduated from Hindustan University, Chennai; systems-oriented analytical foundation.