Own and architect the Python layer for R&D infrastructure and product UIs: maintain measurement and simulation code, implement test automation and CI/CD, extend instrument control (Qt), and build web-based live-data visualizations and control interfaces (FastAPI, async Python, WebSocket, Dash/Plotly). Ensure code quality, packaging, repo standards, and customer-facing reliability.