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Sowmya BALUVU
Mid-Level Software Engineer specializing in full-stack development and AWS
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About
Backend-focused Python engineer who built an end-to-end personalized chatbot service integrating Amazon Redshift context retrieval with Amazon Bedrock, including prompt construction and production-grade reliability controls. Strong platform experience deploying containerized services to Kubernetes with GitOps/ArgoCD, plus hands-on Kafka streaming and phased infrastructure migration execution.
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Key Strengths
- Owned Python backend end-to-end (API design through production hardening)
- Built LLM-backed chatbot with personalized context retrieval from Redshift and Bedrock integration
- Production reliability engineering (timeouts, retries, fallbacks, logging, latency monitoring)
- Kubernetes + GitOps deployments with ArgoCD and drift control practices
- Designed scalable Kafka streaming with ordering/duplication handling and lag mitigation
- Structured approach to major migrations with parallel runs, validation, and rollback planning
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