September 2025: Delivered Admiralneuro toolkit for Alzheimer's PET imaging within pharmaverse/blog, enabling Centiloid-based standardization and reproducible analytics. The work emphasizes business value through improved research productivity, standardized metrics, and ready-to-run templates for rapid deployment across studies.

July 2025 monthly summary for pharmaverse/admiralneuro focused on advancing NV Neuro Dataset quality and consistency. Implemented tracer consistency across patient visits, updated date handling, and refactored data creation to support multiple tracer types and vendors, including logic to differentiate Tau tracer visit dates. This work resolves key data integrity concerns and enhances realism in neuroimaging analyses. Includes closing related issues and robust commit-level traceability.