Worked on the vortex-data/vortex repository to deliver enhancements to the VortexScanner component, focusing on schema handling and projection capabilities. Leveraging Python for both implementation and unit testing, the work introduced new properties that improved data compatibility and enabled more efficient analytic queries across diverse datasets. The approach emphasized maintainable code and included clear documentation, supporting smoother data onboarding and faster query performance. Example-driven validation was provided to demonstrate the new features in practice. No bug fixes were recorded during this period, with efforts concentrated on feature development and ensuring robust data processing workflows within the existing Python-based codebase.