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SOURABH MISHRA

Senior Software Engineer specializing in FinTech and distributed systems

AmazonUniversity of CincinnatiSeattle, WA6 Years ExperienceSenior LevelWorks On-Site

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About

Backend/AI engineer who has built a rule-service platform on AWS and evolved it into an agentic RAG system using LangChain, ReAct, tool calling, and LLM-as-judge review. Notable for combining heavy AI-assisted development with production safeguards like manual CR, CloudWatch monitoring, fallback strategies, benchmark testing, and user-feedback-driven model improvement.

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Key Strengths

  • Built AWS-based rule execution backend with Step Functions and Lambda orchestration
  • Hands-on experience shipping AI-assisted code to production
  • Implemented Redshift concurrency control with semaphore locking
  • Designed LLM review pipeline using LLM-as-judge plus manual code review
  • Closed production feedback loop by collecting user feedback in DynamoDB for model improvement
  • Built agentic/RAG systems with LangChain, ReAct, and tool calling
  • Integrated deterministic tools like Python and data APIs to reduce LLM guesswork
  • Established monitoring and resilience using CloudWatch, fallback strategies, and benchmark testing
  • Shows architectural judgment on code reuse and shared library design
  • Evaluated multi-agent frameworks pragmatically and rejected AutoGen due to latency and debugging concerns

Reference Highlights

Moderately Recommended
  • very strong in AI/LLM work
  • positive customer response
  • end-user satisfaction
  • full-stack ownership
  • excellent communication skills
  • keeps stakeholders in the loop
  • translates BRD into HLD and LLD
  • sets timelines and deadlines
  • commits and delivers on time
  • good prioritization
  • unblocks others easily

SOURABH's references speak for themselves. Let us connect you.

Experience

Software Development EngineerAmazon · May 2022 – Jan 2026
Software DeveloperFlipkart · Jan 2019 – Dec 2020

Education

University of Cincinnatimaster, Computer Science (2022)

Languages

English

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Typically responds within 24 hours

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SOURABH MISHRASenior Software Engineer specializing in FinTech and distributed systems