4+ years of experience in software testing or automation for SaaS, web applications, or distributed systems. Expertise in enhancing and maintaining automation frameworks (Playwright or equivalent). Proficiency in TypeScript, JavaScript, or Python for scalable automation development. Hands-on experience with CI/CD pipelines and containerized infrastructure (Docker, Kubernetes). Working knowledge of AWS or GCP environments. Deep understanding of RESTful API testing, backend validation, mocks/stubs, and integration testing. Experience with performance and load testing tools like k6, Locust, or JMeter. Familiarity with observability tools such as Grafana, Prometheus, ELK, or OpenTelemetry. Strong debugging skills, especially in distributed and microservices-based architectures. Excellent communication, documentation, and problem-solving abilities.