Production AI / AWS

Stitch

Enterprise RAG Platform

A sanitized record of enterprise GenAI infrastructure spanning retrieval, agents, guardrails, identity, delivery, observability, and recovery.

Architecture is intentionally simplified and excludes client-specific implementation details.

≈48%
Monthly cloud expenditureAn automation and cost-control initiative reduced monthly cloud expenditure by approximately 48%.

Responsibilities

  • GenAI infrastructure
  • Serverless and container workloads
  • Reusable Terraform modules
  • CI/CD systems
  • Observability and alerting
  • Disaster recovery architecture
  • AI guardrails and identity
  • Cost optimization

Technologies

  • Amazon Bedrock
  • Bedrock Agents
  • Knowledge Bases
  • Guardrails
  • Amazon Q Business
  • AWS Lambda
  • API Gateway
  • Aurora PostgreSQL
  • Amazon S3
  • CloudFront
  • Cognito
  • Terraform
  • CI/CD