San Francisco, CA • Open to Relocate
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SDET with 5+ years of experience owning end-to-end quality engineering for distributed microservices, AI pipelines, and high-scale platforms (4M+ users).
Expert in building scalable automation frameworks, CI/CD validation systems, and system-level test strategies that improve release reliability and accelerate engineering velocity.
- Reduced regression cycles by 45–60% through parallel automation frameworks
- Improved pre-release defect detection by 40%+ using CI/CD orchestration & PR gating
- Reduced production defects by 35% in high-scale distributed systems
- Built automation across 15+ microservices with service isolation
- Performance tested systems at 10k+ concurrent users
- Distributed PyTest & Playwright frameworks (greenfield + scalable design)
- Parallel execution, flaky test reduction, and environment isolation
- Reusable test architecture, fixtures, and modular design patterns
- API contract testing & schema validation
- End-to-end validation of AI/LLM workflows & knowledge graph pipelines
- Async workflows and non-deterministic system validation
- REST, GraphQL, and WebSocket testing
- Bulk data validation (10k+ records) and state consistency checks
- GitHub Actions, Jenkins, GitLab CI with PR-level quality gates
- Automated failure diagnostics and reporting pipelines
- Observability-driven debugging (Datadog, Splunk)
- Test data management and environment consistency strategies
Languages: Python, JavaScript, TypeScript, Java, SQL
Automation: Playwright, Selenium, Appium, PyTest, TestNG
API & Systems: REST, GraphQL, WebSocket, Contract Testing
DevOps & Cloud: GitHub Actions, Jenkins, GitLab CI, Docker, AWS (EC2, S3, ECS)
Performance & Observability: JMeter, Locust, Datadog, Splunk
Python-based API automation framework with:
- Schema contract validation
- Parallel execution across environments
- CI-integrated reporting and JSON diff analysis
🔗 https://github.com/ishreyakumari/API-Testing-Agent
End-to-end validation for distributed cloud migration workflows:
- Authentication and authorization validation
- Workflow lifecycle and integration testing
- Data integrity and cross-service consistency
🔗 https://github.com/ishreyakumari/CloudMover
Software Development Engineer in Test (SDET)
Platform • Infrastructure • AI Systems
I build scalable quality systems that enable fast, reliable releases in complex distributed environments.