Frontend development for NeuroGraph is now functionally complete. The authentication interface, including the sign-in workflow, has been fully implemented, along with the core frontend components responsible for data visualization and user interaction At this stage, the remaining engineering is focused on integrating the frontend with the backend services by connecting API endpoints, implementing authentication and data flow between the client and server, and validating end-to-end functionality prior to deployment.