Areas where I’ve built and applied testing, automation, and quality systems
across real production software.
Test Automation Engineering
Designing stable, maintainable automation frameworks that scale with
product complexity.
- UI automation with Playwright and Selenium
- Reusable fixtures, selectors, and test architecture
- Flaky-test detection and stability improvements
- API automation integrated into regression pipelines
CI/CD & Quality Gates
Ensuring test results provide fast, trustworthy feedback to engineering teams.
- CI integration with Jenkins and Azure DevOps
- Fail-fast quality gates for critical workflows
- Parallel execution and smart retries
- Improved signal-to-noise in automated test runs
API & Backend Testing
Validating backend correctness, contracts, and edge cases beyond UI coverage.
- API test suites with PyTest and REST clients
- Authentication, negative paths, and edge cases
- Schema and contract validation
- Regression safety for backend changes
Performance & Reliability Testing
Assessing system behavior under load and identifying scalability risks early.
- Load and stress testing strategies
- Baseline performance measurements
- Regression detection for latency and throughput
- Clear reporting for engineering decisions
How I Think About Quality
I view quality engineering as a shared responsibility. My focus is on building
systems that give teams confidence to ship — through automation, clear signals,
and continuous feedback rather than manual effort alone.