Serverless DevOps Pipeline for AI & Data Processing

Description: Built a DevOps pipeline optimized for a serverless AI data pipeline. Automatically triggered data ingestion, model training, and result deployment with full observability and rollback support.

Used AWS Lambda and S3 triggers to handle event-driven workloads.

Set up CI/CD pipelines with GitHub Actions and AWS CodePipeline.

Deployed ML inference APIs via AWS SAM and API Gateway.

Integrated with CloudWatch Metrics and AWS X-Ray for performance tracing.

Managed secrets and configurations securely with SSM Parameter Store.

AWS Lambda · S3 · CodePipeline · CodeBuild · SAM · API Gateway · SSM Parameter Store · CloudWatch · GitHub Actions · Python