EAEleyeen Ahmed

Case study

ZoomedXL Courier

On-demand courier routes with same-day pay

Overview

ZoomedXL Courier helps independent contractors find on-demand delivery work—sedans to cargo vans—with route offers, GPS check-in/out, manifest uploads, and same-day payment workflows.

Business problem

Gig couriers need reliable access to local routes, clear job details, and fast payouts without rigid schedules.

Solution

A dual-platform courier app that surfaces route assignments in real time, supports flexible scheduling, and streamlines proof-of-delivery and location workflows.

Target users

  • Independent delivery contractors
  • Part-time and full-time gig drivers
  • Sedan, SUV, minivan, and cargo van operators

Key features

  • On-demand route assignments
  • Daily routes with high stop density
  • Same-day payment visibility
  • Flexible morning, evening, and weekend scheduling
  • Local and regional route coverage
  • Real-time push offers
  • GPS tracking with check-in/out
  • Manifest / proof-of-delivery uploads

Architecture

Feature-based React Native structure with dedicated modules for offers, active routes, tracking, and payouts; platform-specific map and permission handling.

State management

Centralized app state for active jobs and offer queues, with server-driven updates for route availability.

Backend

REST API services for offers, routing metadata, and delivery status updates.

Integrations

  • Push notifications
  • Device GPS / maps
  • File uploads for manifests

Performance optimizations

  • Optimized location update cadence during active routes
  • Efficient list rendering for offer and stop manifests
  • Resilient retry for upload and check-in failures

Offline support

Graceful handling for intermittent connectivity during active deliveries, with retry for critical uploads.

Push notifications

Real-time offers and route alerts via push notifications.

Authentication

Secure contractor authentication for job access and payout eligibility.

Payments

Same-day pay workflow surfaced in-app (within 24 hours as product messaging).

Analytics

Operational event tracking for offer acceptance, check-ins, and delivery completion.

Challenges & solutions

Keeping route offers timely while respecting battery and location constraints

Tuned foreground/background location behavior and push-driven offer discovery instead of aggressive polling

Proof-of-delivery reliability in low-connectivity areas

Queued uploads with clear retry UX and validation before route completion

Business outcomes

  • Published on App Store and Google Play
  • Enabled flexible courier work with same-day pay positioning
  • Improved onboarding UX in later release iterations

My role

  • Implemented core courier mobile flows
  • Integrated maps, notifications, and delivery status surfaces
  • Supported store-ready releases and UX refinements

Lessons learned

  • Logistics apps succeed when trust signals—pay timing, route clarity, and upload reliability—are first-class
  • Background location needs product and engineering alignment early

Future improvements

  • Richer earnings analytics
  • Smarter route ranking by vehicle type and preference
  • Expanded offline-first proof capture