Performance Optimization

Business problem

Reports and high-traffic campus screens degrade under concurrent institutional usage.

Solution

Profiled hot paths, added indexes, and reduced expensive query patterns on ERP/LMS reporting screens.

Architecture

• • Measure → bottleneck → index/query reshape → verify

Impact

• • More responsive admin/student screens during peak academic windows.

Technologies