Data Fluency, Vibe Coding & Rapid Prototyping AI-assisted rapid development & Custom Dashboards: Rapidly prototype and build custom, interactive dashboards, scripts, and analytical tools (leveraging Python, modern frontend toolkits, Streamlit, Retool, or low-code frameworks alongside AI assistants) to extract, visualize, and analyze engineering data directly from Jira, GitLab, and internal APIs. Advanced Jira Fluent Management & Process Hygiene Operational & Jira Excellence: Super-fluent in structuring, designing, and optimizing Jira ecosystems (filters, JQL, advanced roadmaps, board configurations, velocity tracking, and cycle time metrics) to enforce rigorous SDLC hygiene without acting as a mere administrator.