SaaS telematics, web platforms, and connected hardware
QA automation & diagnostics
I used prompt-guided AI workflows to migrate UI automation from Sahi to Playwright, reviewing, debugging, and validating generated code before release. I built repeatable Cursor prompts for structured Jira test cases and used Atlassian MCP to identify missing scenarios. My work also includes hardware-validation tools, remote diagnostics, and cross-layer defect investigation.
Playwright · Python · Cursor · Jira · Atlassian MCP
Outcome: Less manual test-authoring effort, more consistent test cases, and expanded functional and regression coverage.
