Analytics Dashboard

Business problem

Admins needed operational visibility across academics, transport, gate, and placements.

Solution

Implemented reporting views and dashboards backed by aggregated MySQL queries for institutional operations.

Architecture

• • Read-optimized reports across module datasets
• • Role-filtered admin analytics

Impact

• • Faster operational decision-making for institutional administrators.

Technologies