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Akshay Koneti

Mid-Level Full-Stack Software Engineer specializing in AWS cloud and microservices

AmazonUniversity of North TexasDallas, TX6 Years ExperienceMid LevelWorks On-Site

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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).

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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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Experience

Software Development EngineerAmazon Web Services · Feb 2022 – Present
Software Dev InternBenefitMall Corporate · Feb 2021 – Jul 2021internship
Software EngineerNext Sphere Technology · Sep 2017 – Nov 2019

Education

University of North Texasmaster, Computer Science (2021)
Joginpally B.R. Engineering Collegebachelor, Computer Science and Engineering (2017)

Skills

JavaPythonJavaScriptTypeScriptJSONXMLSpring BootAngularReactNode.jsRESTSOAPGraphQLFlaskjQuery

Languages

English

Certifications

AWS Certified Solutions Architect – ProfessionalAWS Certified Developer – Associate

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Akshay KonetiMid-Level Full-Stack Software Engineer specializing in AWS cloud and microservices