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Gayatri Devi Dasari

Mid-level GenAI/ML Engineer specializing in LLM systems and RAG chatbots

Houston, TXGraduate Assistant – Gen AI Engineer3 years experienceMid-LevelTechnologyArtificial IntelligenceConsulting
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About

Built and shipped a production agentic LLM analytics platform that lets non-SQL business users query relational databases in plain English via a RAG + LangChain/LangGraph workflow and FastAPI service. Emphasizes safety and reliability with guardrails (validation/access control), testing/evaluation frameworks, and performance optimization (caching, monitoring, Dockerized scalable deployment), reducing dependency on data teams and speeding analytics turnaround.

Experience

Graduate Assistant – Gen AI EngineerUniversity of Houston
AI/ML Engineer (Gen AI)Tata Consultancy Services

Education

University of Houstonmaster, Data Science
Gudlavalleru Engineering Collegebachelor, Information Technology

Key Strengths

  • Built and deployed a production LLM-powered analytics assistant (NL to optimized SQL) for business users
  • Designed end-to-end RAG + agent workflow with guardrails (query validation, access control) to prevent unsafe/expensive DB operations
  • Strong reliability/performance focus: latency reduction via caching, prompt optimization, robust error handling, monitoring
  • Structured agent design and evaluation approach (unit + scenario tests, offline eval datasets, measurable metrics: accuracy/latency/cost)
  • Effective collaboration with non-technical stakeholders; iterated on outputs and UX to align with business definitions of success

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Languages

English

Skills

AI ChatbotsAmazon CloudWatchAmazon DynamoDBAmazon EC2Amazon KendraAmazon S3Amazon SageMakerAnthropic ClaudeAPI ManagementAuthenticationAuthorizationAWS CognitoAWS GlueAWS IAMAWS Lambda