PaxelMarket E-commerce Platform

Tech Lead
Team: 5
2022-07 - 2023-12
PaxelMarket E-commerce Platform

Technology Stack

Vue.jsNuxt.jsNode.jsMongoDBRedisREST APIMicroservices

PaxelMarket E-commerce Platform

Summary

A comprehensive e-commerce platform built from the ground up with fully integrated frontend and backend systems. The platform features separate dedicated applications for Buyers (Users), Sellers, Administrators, and a centralized API layer - all working seamlessly together.

Platform Scale

5 Engineers
Team Size
100K+
Active Users
+250%
0.8s
Page Load Time
-81%
99.9%
System Uptime

Context & Requirements

PaxelMarket needed a modern, scalable e-commerce ecosystem that could handle:

  • Multiple User Types: Buyers, Sellers, and Admins with distinct experiences
  • Real-time Operations: Inventory sync, order tracking, notifications
  • High Traffic: Handle flash sales and promotional events
  • Integration: Connect with existing logistics and payment systems

Business Goals:

  • Create a marketplace connecting local sellers with nationwide buyers
  • Enable seamless order management and fulfillment tracking
  • Provide powerful analytics for sellers and administrators
  • Support promotional campaigns and flash sales

Architecture

PaxelMarket Microservices Architecture

Buyer App (Nuxt.js)
Seller Dashboard
Admin CMS
API Gateway
Microservices
MongoDB + Redis

Tech Stack:

| Layer | Technology | Purpose | |-------|------------|---------| | Buyer Frontend | Nuxt.js, Vue.js | SSR for SEO, fast initial load | | Seller Dashboard | Vue.js, Vuetify | Rich data tables, analytics | | Admin CMS | Vue.js, Element UI | Content & order management | | API Layer | Node.js, Express | RESTful endpoints, authentication | | Database | MongoDB | Flexible document storage | | Caching | Redis | Session, cart, real-time data | | Search | Elasticsearch | Product search & filtering |

Key Decisions & Tradeoffs

Separate Applications Strategy

Instead of a monolithic frontend, we built 4 separate applications:

| Application | Users | Focus | |-------------|-------|-------| | Buyer App | Customers | Fast, SEO-optimized shopping experience | | Seller Portal | Merchants | Product management, analytics, orders | | Admin CMS | Internal team | Full control, moderation, support | | Shared API | All apps | Centralized business logic |

Why this approach?

  • Independent deployment cycles
  • Optimized bundle sizes per user type
  • Team autonomy and parallel development
  • Better security through isolation

Real-time Inventory Management

Implemented real-time inventory synchronization ensuring buyers always see accurate stock levels, eliminating overselling issues.

Implementation Highlights

1. Buyer Application (Nuxt.js)

  • Server-Side Rendering: SEO-optimized product pages
  • Smart Caching: Category pages cached, personalized content dynamic
  • Progressive Web App: Offline browsing, push notifications
  • Lazy Loading: Images and components loaded on-demand

2. Seller Dashboard

  • Real-time Analytics: Live sales data, visitor counts
  • Bulk Operations: Mass product updates, inventory management
  • Order Management: Integrated with logistics API
  • Performance Insights: Conversion funnels, product rankings

3. Admin Control Panel

  • Moderation Tools: Product approval, seller verification
  • Promotion Engine: Flash sales, coupons, campaigns
  • Support Integration: Customer service ticket management
  • Reporting: Financial reconciliation, platform health

4. Centralized API

  • Authentication: JWT with refresh tokens, OAuth2
  • Rate Limiting: Protect against abuse
  • Versioning: API v1, v2 running simultaneously
  • Documentation: Auto-generated OpenAPI specs

Results & Metrics

Performance Improvements

0.8s
Page Load
from 4.2s
8%
Cart Abandonment
from 23%
4.0%
Mobile Conversion
+122%
2 days
Seller Onboarding
from 2 weeks

Key Achievements:

  • Reduced page load time by 81% (4.2s → 0.8s)
  • Decreased cart abandonment by 65% (23% → 8%)
  • Increased mobile conversions by 122%
  • Improved system uptime to 99.9%
  • Successfully handled 10x traffic during promotional events

Team Leadership

As Tech Lead, my responsibilities included:

  • Planning & Estimation: Sprint planning, technical feasibility assessment
  • Architecture Decisions: System design, technology selection
  • Code Quality: Established PR review process, coding standards
  • Mentorship: Guided 4 junior-mid developers
  • Stakeholder Communication: Technical liaison with product and business teams
  • Troubleshooting: On-call support for critical production issues

What I Would Improve

With hindsight, improvements I would make:

  1. GraphQL for Buyer App: Reduce over-fetching on product pages
  2. Event Sourcing: Better audit trail for order state changes
  3. Feature Flags: More granular rollout control
  4. E2E Testing: Comprehensive Cypress test coverage
  5. Observability: Better distributed tracing implementation

Lessons Learned

"Leading a team to build a platform from scratch taught me that clear architecture decisions early on save countless hours of refactoring later."

The separation of applications proved invaluable during high-traffic events - we could scale the buyer app independently without affecting seller operations.