Bhuvaneshwari_Robot Python AI

Your future duties and responsibilities: . Design, develop, and maintain Python based automated test frameworks for robotic and AI enabled systems. . Create and execute functional, integration, system, regression, performance, and reliability tests. . Develop automated tests to validate AI/ML model behavior, inference results, accuracy, robustness, and edge cases. . Validate AI models against defined acceptance criteria, datasets, expected outputs, and performance thresholds. . Test the integration of AI models with robotic hardware, software, sensors, and control systems. . Develop test scenarios covering normal, boundary, failure, and unexpected operating conditions. . Automate end to end testing across robot software, APIs, AI components, and hardware interfaces. . Analyze test failures using logs, telemetry, stack traces, model outputs, and system behavior to identify root causes. . Collaborate with Software Engineers, Robotics Engineers, ML Engineers, Data Scientists, and Product teams to resolve defects. . Build and maintain automated regression suites and integrate them into CI/CD pipelines. . Perform API and data validation for AI/robotics services. . Contribute to test strategy, test plans, test cases, automation architecture, and quality metrics. . Monitor AI model performance across different datasets, environments, and software/model versions. . Identify gaps in test coverage and continuously improve test automation, reliability, and defect detection. . Document defects with clear reproduction steps, logs, test evidence, and impact analysis. . Support release qualification and production readiness testing for AI powered robotic systems. . Stay current with emerging AI/ML testing techniques, robotics technologies, and test automation practices.