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A passionate tester but a developer at heart. Had extensive experience doing smart automation with various tool and tech stack, developed products for QA, running large QA transformation programs, applied machine learning concepts in QA, reduce cycle time for organisations with effective use of resources, passionate working in applied reliability engineering. Love to help others, solve complex problems and passionate to share experience & success stories with folks. Authored books on selenium published by Tata McGraw-Hill’s & Amazon. A father of a lovely daughter.