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Santhi Sampath Gamidi

Mid-level AI Engineer and Data Scientist specializing in LLM agents and RAG systems

Palo Alto, CAFull Stack AI Engineer5 years experienceMid-LevelTechnologyArtificial IntelligenceLegal
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About

Built a production-grade LLM evaluation and regression system that stress-tests models across hundreds of iterations, combining LLM-as-judge, semantic similarity, statistical metrics, and rule-based checks, with results delivered via stakeholder-friendly HTML reports and dashboards. Experienced orchestrating multi-agent RAG workflows using LangChain/LangGraph and event-driven GenAI pipelines in n8n integrating OCR, speech-to-text, and external APIs, with strong emphasis on reliability, observability, and explainable failures.

Experience

Full Stack AI EngineerLemmata, Inc
AI EngineerCommunity Dreams Foundation
AI EngineerRupp Pfalzgraf LLC
Data ScientistImaginnovate

Education

University at Buffalomaster, Data Science (2024)
GITAM Universitybachelor, Business Analytics (2021)

Key Strengths

  • built and deployed an end-to-end LLM stress-test/evaluation pipeline in production
  • designs evaluations around semantic intent to manage LLM variability and reduce false positives
  • production reliability engineering for LLM systems (rate limits, parallelism, retries, batching)
  • creates explainable evaluation outputs (HTML reports/dashboards) for technical and non-technical stakeholders
  • structured, layered testing strategy (unit/contract/scenario + multi-iteration stability tests)
  • data-driven model/retrieval/prompt selection based on constraints (accuracy, latency, cost, consistency)

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Languages

English

Skills

A/B TestingAgentic AIAirflowApache HadoopApache HiveApache KafkaApache SparkAuditabilityAWS EC2AWS EMRAWS GlueAWS LambdaAWS QuickSightAWS RedshiftAWS S3