Case Study
Guide Me Dashboard
Admin dashboard for managing guides, trips, and users with real-time insights.
Problem
Operations teams needed real-time visibility into guide activity, trip throughput, and user behavior without jumping across multiple views.
Solution
Built a consolidated operations dashboard that surfaces actionable metrics and management controls in one data-driven interface.
Architecture
API Structure
Dashboard aggregates data from guides, trips, and user-service endpoints through a dedicated analytics read layer.
Data Flow
Transactional records are processed into KPI-ready aggregates that power widgets, trend charts, and operations tables.
Backend Decisions
Used query-optimized reporting endpoints and cache-aware summaries to keep dashboard responses fast under load.
Challenges
Maintaining near real-time updates while preserving stable performance during peak concurrent management usage.
Technical Decisions
Separated write-heavy operational services from read-heavy analytics projections to avoid cross-path contention.
Impact
Improved operational decision speed and reduced dashboard navigation overhead for the support and management team.