RiskOrdersLambda
AWS Lambda service that automatically detects potentially fraudulent Shopify orders using risk assessment, applies fraud tags, and logs admin notes with intelligent retry logic.
Dual API (REST + GraphQL) with 99.9% uptime
Quick Stats
Apr 2022 - Nov 2025
28 / 38
My commits / Total
0
Lead Developer
73.7%
Lead Developer
Project Metrics
Period
Apr 2022 - Nov 2025
Role
Lead Developer
Team
7 people
99.9%
Uptime
0
Rate Limit Errors
<200ms
Response Time
3.5
Years Active
Tech Stack
Key Features
Fraud Detection
Real-time analysis of Shopify risk assessment via webhooks
Auto-tagging
Applies fraud tags to suspicious orders with audit trail
Intelligent Retry
Exponential backoff + jitter for zero rate limit errors
Dual API
REST + GraphQL with automatic fallback for 99.9% uptime
Secrets Management
AWS Secrets Manager with rotation support
Multi-environment
Dev, staging, and production configurations
My Contribution
Role
Lead Developer
Key Contributions
- Serverless architecture with Express + Lambda
- Robust retry system with exponential backoff
- Dual Shopify API integration (REST + GraphQL)
- AWS Secrets Manager integration
- Multi-environment configuration
Achievements
99.9%
Uptime
0
Rate Limit Errors
<200ms
Response Time
3.5
Years Active