Serverless Architecture That Survives Black Friday
Stop paying for idle servers. I design event-driven architectures on AWS that scale to zero when quiet and handle 10x traffic spikes without breaking a sweat.
60%
Infrastructure cost reduction
99.9%
Uptime during peak events
3x
Peak traffic handled
The Problem
Monolithic applications are costly to scale and slow to deploy.
EC2 instances running 24/7 for workloads with 10% average utilization
Deployments take hours and require downtime windows
Traffic spikes cause outages because auto-scaling can't keep up
Lambda functions timing out under load due to VPC cold starts or downstream bottlenecks
No event-driven patterns — everything is synchronous request/response
My Approach
Workload Analysis
I analyze your current architecture, identify which workloads benefit most from serverless, and design the migration path using the Strangler Fig pattern.
Event-Driven Architecture Design
EventBridge for event routing, SQS/SNS for decoupling, Step Functions for orchestration. Each component scales independently.
Implementation & Migration
Incremental migration — one service at a time. Lambda functions with proper VPC configuration, connection pooling, and error handling.
Performance & Cost Optimization
Lambda memory tuning, Provisioned Concurrency where needed, and monitoring with CloudWatch and X-Ray to keep latency and costs under control.
Related Case Study
E-Commerce Serverless Migration
Challenge
An e-commerce platform couldn't handle Black Friday traffic — 3x normal load caused repeated outages, losing revenue and customer trust.
Solution
Migrated order processing and inventory management to Lambda + EventBridge + DynamoDB. Implemented the Strangler Fig pattern to migrate incrementally without downtime.
Results
Handled 3x peak traffic with zero incidents. Infrastructure costs reduced by 60%. Deployment frequency increased from weekly to multiple times per day.
What You Get
- Serverless architecture design
- event schema design
- implementation guidance
- performance testing
- deployment automation
Architecture Review
From $1,999
Serverless readiness assessment with migration roadmap and cost projections
Ready to Get Started?
Engagement Options