IVR System Deployment
Designed and deployed an IVR REST API with API Gateway, Step Functions, Lambda, and ECS, coordinating transaction inquiries, response generation, and Redis-backed call state.
Designed and deployed an IVR REST API with API Gateway, Step Functions, Lambda, and ECS, coordinating transaction inquiries, response generation, and Redis-backed call state.
Integrated Sendy with AWS SES and event-driven bounce and complaint handling, supporting 1M+ emails per month and a reported 30% deliverability improvement.

Build a per-user Python code sandbox on AWS Lambda MicroVMs: lifecycle hooks, a session-manager Lambda, and a tested suspend/resume cycle.

AWS Lambda MicroVMs launched June 2026. This hands-on guide walks through the complete setup: IAM roles, MicroVM image build, launching, auth tokens, and hitting your endpoint including real errors and fixes not in the AWS docs yet.

How to replace EC2-based cron jobs with serverless AWS Lambda and EventBridge scheduled rules, provisioned with Terraform, to cut operational overhead.

How to monitor serverless applications with AWS CloudWatch, tracking performance across Lambda, API Gateway, and more to troubleshoot issues and optimize costs.

Best practices for securing AWS Lambda functions and preventing unauthorized access, from least-privilege IAM to protecting sensitive data in serverless apps.
Build a counter API and observe its behavior with CloudWatch.