
Worked on the Omnilore-DB/USC-Fall-2024 repository, delivering a Member Transaction Recharacterization and Categorization feature that enables overrides of product types for specific transactions, thereby improving reporting accuracy and admin UI categorization. Addressed authentication reliability by enhancing API validation, session management, and error handling for the Supabase-backed authentication flow. Focused on improving data accuracy and reducing manual reconciliation, these updates support more trusted dashboards and audit processes. Utilized TypeScript and Node.js within a full stack development context, applying skills in API development and authentication to strengthen backend interactions and lay groundwork for more robust administrative tooling.
April 2026 deliverables for Omnilore-DB/USC-Fall-2024 focused on data accuracy, reporting reliability, and authentication stability. Implemented a new Member Transaction Recharacterization and Categorization feature to allow overrides of product types for specific transactions, enhancing reporting accuracy and admin UI categorization. Fixed authentication reliability and session management with improved API validation, session handling, and error handling to strengthen interaction with the Supabase backend. These changes reduce manual reconciliation effort, improve data trust for dashboards and audits, and set the foundation for more robust admin tooling.
April 2026 deliverables for Omnilore-DB/USC-Fall-2024 focused on data accuracy, reporting reliability, and authentication stability. Implemented a new Member Transaction Recharacterization and Categorization feature to allow overrides of product types for specific transactions, enhancing reporting accuracy and admin UI categorization. Fixed authentication reliability and session management with improved API validation, session handling, and error handling to strengthen interaction with the Supabase backend. These changes reduce manual reconciliation effort, improve data trust for dashboards and audits, and set the foundation for more robust admin tooling.

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