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Hema Edavalapati

Mid-level AI/ML Engineer specializing in cloud data engineering and GenAI

Florida, USAAI/ML Engineer6 years experienceMid-LevelLegalFinancial ServicesHealthcare
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About

AI/LLM engineer with production experience in legal tech: built a GPT-4 + LangChain RAG summarization system at Govpanel that reduced legal case-file review time by 50%+. Previously at LexisNexis, orchestrated end-to-end Airflow data/AI pipelines processing 5M+ legal documents daily, improving ETL runtime by 35% with robust validation, monitoring, and SLAs.

Experience

AI/ML EngineerLexisNexis
Data Science And Business Analytics SpecialistGovPanel
Data Engineer/ETL DeveloperAccenture
Data EngineerSmartbeings Software Innovations PVT LTD

Education

University of South Floridamaster, Business Analytics and Information Systems (2025)
Bharath Universitybachelor, Computer Science

Key Strengths

  • Built and deployed GPT-4 RAG legal document summarization system cutting review time by 50%+
  • Handles large-document LLM workflows via chunking and async serverless orchestration (Azure Functions)
  • Prompt engineering for structured, legally-oriented outputs (role instructions, enforced sections, few-shot examples)
  • Orchestrated high-volume Airflow pipelines processing 5M+ legal documents/day
  • End-to-end ETL design across S3, Spark, dbt/Great Expectations, and Redshift with monitoring/SLAs
  • Performance optimization with measurable impact (35% ETL runtime reduction)
  • Testing/evaluation discipline for AI workflows (unit/integration tests, A/B evals, prompt quality metrics, monitoring dashboards)

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Languages

English

Skills

SQLSQL query optimizationPythonPandasNumPyPySparkBashShell scriptingREST API developmentAWSAmazon S3AWS GlueAWS LambdaAmazon RedshiftAmazon EMR