Worked on the boxwise/boxtribute repository to enhance data integrity across multi-base deployments by implementing robust backend validations for box movements and tag associations. Leveraged Python and SQL to enforce business rules that require destination locations and tags to match the base of the originating box, preventing cross-base inconsistencies. Addressed database management concerns by correcting the history table’s auto-increment sequence in the initialization script, ensuring reliable primary key generation for historical records. This work strengthened data validation processes and stabilized historical data sequencing, providing a more predictable and compliant foundation for reporting and multi-base operations within the application’s backend infrastructure.