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Durga Samhitha Muvva

Junior AI Engineer specializing in LLMs, RAG, and MLOps

ReferU.AISan José State UniversitySan Jose, California2 Years ExperienceJunior LevelWorks On-Site

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About

At ReferU.AI, designed and deployed an agentic RAG pipeline that automates multi-jurisdiction legal document drafting, emphasizing hallucination reduction through hybrid retrieval, validation agents, guardrails, and iterative regeneration. Experienced with orchestration frameworks (especially CrewAI) and rigorous testing/evaluation practices including human-in-the-loop review, adversarial testing, and production metrics/logging.

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Key Strengths

  • Built and deployed production agentic RAG system for legal document drafting across jurisdictions
  • Designs multi-agent architectures to reduce hallucinations via retrieval + validation + guardrails
  • Strong evaluation discipline: unit/integration/adversarial testing plus production metrics and structured logs
  • Balances model/retrieval/prompt choices using requirement-driven framework (criticality, data, latency/cost, failure tolerance)
  • Effective collaboration with non-technical legal stakeholders; incorporates feedback into tighter evaluation and multi-step validation

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Experience

AI EngineerReferU.AI · Jun 2025 – Present
Teaching Assistant, Deep LearningSan Jose State University · Aug 2025 – Dec 2025part-time
AI EngineerTectoro · Oct 2022 – Nov 2023
Software Engineer InternDXC Technology · Nov 2019 – Jan 2020internship
Research Assistant - Vellore Institute of Technology, Chennai, IndiaVellore Institute of Technology · Jul 2021 – Sep 2021internship

Education

San José State Universitymaster, Applied Data Science (2025)
Vellore Institute of Technologybachelor, Computer Science and Engineering (2023)

Skills

PythonSQLJavaNumPyPandasSciPyPyTorchTensorFlowHugging FaceFastAPILangChainLangGraphRetrieval-Augmented Generation (RAG)Prompt EngineeringEmbeddings

Languages

English

Publications

1 publication

Healthcare DevicesAssistive TechnologyMedical AI

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Typically responds within 24 hours

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Durga Samhitha MuvvaJunior AI Engineer specializing in LLMs, RAG, and MLOps