Users need real-time data persistence, monthly budget aggregations, and clear analytical charts without page reloads or data discrepancy. Financial calculations demand strict atomicity and transactional integrity to eliminate lost updates.
Architectural Solution
Architected a relational database schema using PostgreSQL and Prisma ORM transactional queries. Integrated TanStack Query and Zustand for optimistic UI updates, backed by analytical aggregation endpoints.
Technical Architecture & System Specifications
Relational PostgreSQL schema with foreign key cascades, unique constraints, and ACID-compliant transaction boundaries.
Prisma ORM data access layer with optimized batch queries and column projections eliminating N+1 performance bottlenecks.