Myself Sandip Ganguli. Have 15+ years of rich industry experience in test automation and tool development. Have worked with all verticals of test automation across business domains. Extensive automation framework development experience using Java, TestNG, Maven / Python, Robot, Pytest for WebDriver, Appium, SeeTest, Windows WinAppDriver, MAC Appium Driver and many more. Also developed performance framework using python and java. Have experience in using AI ML into test automation. Developed unique on-premise android/ios device cloud. Global team management.