Java, Webservices Testing, Api Testing, Selenium, Ruby, Python

Log Analysis, Python, root-cause analysis, automated bisection, Agentic AI workflows, bisection using Git, failure classification, CI CD pipelines, evidence correlation, HIL SIL simulation testing, automotive verification workflows