Prabagaran Arumugam โ CEO
๐ Lead SDET | AI/ML Testing| Playwright | Security & DevOps Expert Lead SDET with 9+ years of experience, specializing in AI/ML model and AI agent testing, including training, fine-tuning, and inference validation using tools like AWS SageMaker, LangChain, DeepEval, and Confident AI. Expert in full-stack test automation and CI/CD with 90% coverage and 40% faster QA cycles, leveraging Kubernetes, Docker, and Helm for scalable, cloud-native test environments. ๐น Expertise: โ Automated AI agent and ML model training & inference testing on AWS SageMaker, OpenAI, and Ollama using Python/pytest with DeepEval, LangChain, & Confident AI, validating key metrics such as precision, recall, f1 score, faithfulness, hallucination rate, output completeness accuracy & MSE across cloud and local backends. โ UI & API Automation (Playwright, Selenium, Rest Assured): Scalable web automation, API contract testing, API mocking & interception โ CI/CD Pipeline Validation: Automated deployment verification, rollback testing, shift-left testing in CI/CD, Canary & Blue-Green deployment validation. โ Data Pipelines- Pyspark, Databricks and Airflow โ Self-Healing : AI/ML-based self-healing locators. โ Security Testing & Tools: Burp Suite, OWASP ZAP, Metasploit, Nmap, Nikto, API security, adversarial AI attacks โ Performance & Reliability Testing: JMeter, Locust, BlazeMeter, Kafka, JVirtualVM, Thread dump, Heap dump, โ DevOps & Cloud Infrastructure: Jenkins, Kubernetes, Docker, OpenShift, Ansible, Terraform, AWS, MySQL โ Automation & Scripting: Java, JavaScript, Python, Playwright, Selenium, Rest Assured, Appium, Cucumber, TestNG, JUnit โ Design Patterns for Test Automation: Page Object Model (POM), Factory Pattern, Singleton, Fluent Interface, Strategy Pattern.
Stackforce AI infers this person is a SaaS-focused Test Automation Lead with strong AI/ML expertise.
Location: Bangalore Urban, Karnataka, India
Experience: 10 yrs 1 mo
Skills
- Ai/ml Testing
- Test Automation
Career Highlights
- 9+ years in AI/ML testing and automation.
- Expert in CI/CD with 90% test coverage.
- Proficient in security testing and DevOps.
Work Experience
Gupshup
Tech Lead - ML Testing (3 yrs 2 mos)
Visa
Sr. Sw Test Engineer (1 yr 9 mos)
Photon
Software Engineer In Test - II (3 yrs)
Intuition - Technology Productions
Software Engineer (2 yrs 2 mos)
Education
Bachelor of Technology (B.Tech.) at Pondicherry University
High School at Fatima Matriculation Higher Secondary School