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Akshay Koneti
Mid-Level Full-Stack Software Engineer specializing in AWS cloud and microservices
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About
Backend/LLM engineer who built a production-critical Amazon Bedrock + RAG correction and compliance layer for employee communications, integrating tightly with existing Spring Boot/AWS microservices to reduce manual review while keeping outputs explainable and auditable. Also designed an event-driven system processing 10M+ events/day (SQS/Lambda/DynamoDB/Elasticsearch) and handled on-call incidents with strong observability and reliability patterns (idempotency, retries, hotspot mitigation).
Experience
Education
Key Strengths
- Built and shipped production-safe Bedrock + RAG content correction layer for employee communications (human-in-the-loop compliance)
- Designed scalable event-driven backend handling 10M+ events/day with low latency and auditability
- Strong production reliability/on-call execution using telemetry (CloudWatch, logs, dashboards) to diagnose and mitigate incidents
- Deep understanding of eventual consistency tradeoffs; implemented idempotency, retries, and observability to maintain 99.9% uptime
- Scoped ambiguous problem to highest-value bottleneck (verification vs. writing) and delivered measurable reduction in QA/validation effort
- Implemented traceable/replayable AI workflows by persisting prompts, retrieval context, model versions, and decisions in DynamoDB
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