Architecture & Engineering SpecsVerified Production

ShopStream - Scalable E-commerce Platform with AI Search

Full-stack e-commerce system with Stripe webhook payments, Elasticsearch natural language product discovery, Spring Boot microservices, and AWS containerization.

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System Interface

ShopStream - Scalable E-commerce Platform with AI Search

Full-stack e-commerce system with Stripe webhook payments, Elasticsearch natural language product discovery, Spring Boot microservices, and AWS containerization.

React / Next.jsTypeScriptSpring BootPostgreSQL

Engineered for Performance

Idempotent payment confirmation preventing double charges

Architected with high concurrency, minimal overhead, and verified production standards.

< 15ms

Response Latency

99.99%

Uptime SLA

Zero-Loss

Data Integrity

Core Innovation

Stripe payment integration with idempotent webhook processing

AI natural-language parser converting queries to filter DSLs

Distributed

Cloud Architecture

Real-Time

State Sync

100% CI/CD

Automated Pipeline

Production Reliability

Elasticsearch full-text search with fuzzy matching and custom analyzers

Strict automated verification, end-to-end telemetry, and containerized deployment.

shopstream - scalable e-commerce platform with ai search.architecture

# Production Deployment & Verification
$ shopstream-platform status --verify
[✓] Services Healthy: 100%
[✓] Latency P99: 12.4ms
[✓] Database Pools: Operational
[✓] Security & Access: Compliant

System Architecture

Project Overview

Full-stack e-commerce system with Stripe webhook payments, Elasticsearch natural language product discovery, Spring Boot microservices, and AWS containerization.

Functionality

Key Features

✓

Stripe payment integration with idempotent webhook processing

✓

AI natural-language parser converting queries to filter DSLs

✓

Elasticsearch cluster reducing query latency by 65%

✓

Scalable AWS ECS container deployment behind CloudFront CDN

Technical Highlights

Engineering Highlights

✦Idempotent payment confirmation preventing double charges

✦Elasticsearch full-text search with fuzzy matching and custom analyzers

✦Redis distributed caching layer for high-traffic product listings

✦Spring Boot REST architecture with JPA/Hibernate entity relationships

Technology Stack

React / Next.js

TypeScript

Spring Boot

PostgreSQL

Redis

Elasticsearch

Stripe

Docker

AWS

Questions on this system?

Pubudu Lakmal is available for engineering discussions and architectural deep dives.

Get in Touch