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SYSTEM CHALLENGES

Architectural Bottlenecks & Solutions

Critical design obstacles encountered during development and the engineering decisions used to solve them.

High-Volume Relational Aggregation

Delivering real-time transit and status counts across large historic manifest datasets.

Architectural Solution:

Implemented composite B-tree database indexing and concurrent batch query pools, optimizing aggregation response times by over 60%.

Granular Role-Based Access Control

Securing multi-facility access boundaries between centralized administrators and regional operatives.

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