Enterprise Cloud PlatformAugust 2023

Recycle Point-of-Sale System

Enterprise-grade POS platform for a recycling company with 7 branches and 350+ employees. Features real-time weighbridge integration, multi-tenant architecture, advanced float systems, and comprehensive financial reporting.

Technologies Used

React.jsNode.js / ExpressReduxMongoDBCloud InfrastructureCI/CD PipelinesReal-time APIs
Recycle Point-of-Sale System

Project Gallery

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Project Metrics

Scale

5,000+ daily transactions

Timeline

13-month development (2021–2022)

Users

350+ employees across 7 branches

Uptime

99.8% availability

Performance

Sub-second response times

Challenges

  • Managing 5,000+ daily transactions across 7 locations
  • Real-time weighbridge hardware integration
  • Complex multi-tenant data architecture
  • Financial reconciliation & float systems
  • Delivering under 140 hrs/month capacity as a solo developer

Solutions

  • Designed scalable microservices architecture on Node.js
  • Custom weighbridge integration protocols
  • Centralized MongoDB with branch-level data isolation
  • Automated float reconciliation and audit workflows
  • Wireframed, designed, and developed full UI/UX

Results

  • 100% transaction accuracy achieved
  • 80% reduction in processing time
  • 95% employee adoption rate
  • 60% improvement in operational efficiency

Project Overview

This enterprise-grade point-of-sale system revolutionizes recycling operations across multiple locations with sophisticated weighbridge integration, real-time inventory tracking, and comprehensive financial management. Built from the ground up as a cloud-native solution, the system handles thousands of daily transactions while maintaining sub-second response times.

Multi-Tenant Architecture

The multi-tenant architecture ensures data isolation between branches while providing centralized reporting and management capabilities. Real-time weighbridge integration automatically captures material weights, calculates pricing based on current market rates, and generates accurate transaction records without manual intervention.

Financial Management

Advanced financial management features include multi-currency support, automated float reconciliation, comprehensive audit trails, and intelligent reporting systems that provide real-time insights into operations, profitability, and efficiency metrics across all locations.

Scale & Performance

Processing over 5,000 daily transactions across 7 branches with 350+ employees demonstrates the system's enterprise-scale capabilities, while maintaining 100% transaction accuracy and 99.8% uptime.


Key Features

Order Transactions

  • Purchases, Sales, Refunds & Cancellations
  • Weighbridge Notes (convertible into orders), attachments & document tracking
  • Expenses & Loans modules with full audit trails
  • Sequential POS order numbers with branch prefix and P/S suffix

Float & Cash Management

  • New Float / Continue Previous Day Float
  • Float Issue & Float Received (till-to-till transfers)
  • Cashups with discrepancy breakdown reports
  • Current Float dashboard (live tracking per user)

Customers, Branches & Users

  • Customer types: Cash, Dealer, Account (with pricing logic)
  • Customer views: invoices, purchase notes, loans, file attachments
  • Branch session management, enable/disable branches
  • User management: roles, multi-branch assignment, enable/disable (no hard deletes)

Products & Stock

  • Per-branch purchase & sale price types (cash/dealer/account)
  • Stock increments/decrements recorded (not ad-hoc counts)
  • High-precision math (128-float) for pricing & VAT calculations

Reporting & Analytics

  • Live, filterable dashboards: Weighbridge, Purchases, Sales, Trade Summary, Floats, Cashups, Customers, Products
  • Line-item drill-downs for audits
  • CSV export across reports for finance & ops workflows

Technology & Architecture

  • Frontend: React + Redux (high-volume CSR UX)
  • Backend: Node.js + Express (real-time APIs)
  • Database: Centralized MongoDB with branch-level isolation patterns
  • Infrastructure: Cloud-hosted, CI/CD pipelines, observability
  • Reliability: Sub-second responses, 99.8% uptime
  • Design Process: Wireframes → themed UI → signed-off build for speed and consistency

Process & Delivery

  • Timeline: ~13 months (2021–2022) from planning to production
  • Capacity: Solo full-stack consultant (~140 hrs/month)
  • Roles covered: Architecture, PM, UX/UI, Development, QA, Support
  • Rollout: Trialed Nov 2021 → full production by Jan 2022 across all branches

Outcomes & Impact

  • 100% transaction accuracy and audit compliance
  • 80% reduction in processing time
  • 95% employee adoption across 7 branches
  • 60% improvement in operational efficiency
  • Sustained 5,000+ daily transactions with centralized financial visibility

Notable Controls & Edge Cases

  • 10c rounding; exc. → inc. → exc. VAT checks for accuracy
  • Order, payment, and float protection checks (guard rails for tills)
  • No hard deletes (immutable audit history)
  • Weighbridge metadata captured: delivery note #, vehicle reg, transporter info, container #, etc.
  • Loans: sequential repayment logic applied automatically

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