• Building out Jumpcloud's cloud and test infrastructure. Tech stack - Python, bash, Github Actions, Terraform, Argo, EKS, Kargo

• Improving quality and maintainability of Jumpcloud's software using automated testing - Pytest api testing, cypress and playwright UI testing.

• Paving the path for Jumpcloud's AI adoption.

• Researching and implementation of the newest AI tech ( MCP, RAG, Agents) for internal teams.

• Mentoring teams and engineering dept on better quality software.

• Modeling and implementing trackable metrics to track progress of quality across the organization.

Led and mentored a team of 10+ manual testers, successfully transitioning the team to modern automation practices using Python and Pytest. Designed and implemented a new automated test suite covering over 500 critical test cases, reducing regression testing time by 75%. Integrated test automation results with Report Portal, providing real-time visibility into test execution, failure analysis, and quality trends for stakeholders.

Primarily focused on building and maintaining test automation framework using Java, Rest Assured, Selenium and Jenkins.

Advocating for shifting left principles.

Implemented from scratch test framework for Kafka based event driven architecture using Python, pytest and selenium.

Setup CICD pipeline to connect the test framework with the build process in Gitlab.

Setup proper quality gates for PR commits, merges, artifact deployment and scheduled prod smoke tests.

Utilized ELK stack for monitoring, metric gathering, alerting and stabilizing the product.

Developed and maintained a robust automated testing framework (Java/JavaScript) for critical ETL data migration pipelines involving Kafka, reducing post-deployment data quality issues by 20%. Designed and executed load tests against data ingestion systems to identify and resolve performance bottlenecks before production. Unified testing strategies by integrating test suites from five disparate QE teams, significantly improving overall test coverage and efficiency.