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Sai Garipally

Mid-level AI/ML Engineer specializing in GenAI, LLMs, and computer vision

USAGenAI Engineer5 years experienceMid-LevelTechnologySaaSArtificial Intelligence
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About

Built and productionized a multi-agent, LLM-powered document understanding system to replace manual review of long documents, using LangGraph orchestration plus RAG to reduce hallucinations. Implemented layered reliability controls (structured templates, checker agent, and human-in-the-loop feedback) and reported ~40% speed improvement after orchestration; also has hands-on Airflow experience for scheduled data pipelines.

Experience

GenAI EngineerUiPath
AI/ML EngineerTech Mahindra
Data ScientistSkillbanc

Education

Sacred Heart Universitymaster, Computer and Information Sciences (2025)
ICFAI Universitybachelor, Computer Science (2023)

Key Strengths

  • Built and deployed multi-agent LLM system to automate document review/extraction and reduce manual work
  • Hallucination mitigation using RAG constraints, structured templates, checker agent, and human-in-the-loop review
  • Orchestrated agent workflows with LangGraph (ordering, memory, retries, transitions, parallelism)
  • Improved workflow speed by ~40% after adding orchestration
  • Methodical testing/evaluation approach using sample sets (including edge cases), logging, and metrics (accuracy/speed/consistency)
  • Effective collaboration with non-technical stakeholders via requirements translation, simple diagrams, and iterative demos

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Languages

English

Skills

Agile DevelopmentAgentic WorkflowsAutoGenAWSAWS LambdaAWS SageMakerAWS S3Big Data PipelinesBusiness Process AutomationCI/CDCI/CD for MLCloud FunctionsCloud-Native CI/CD PipelinesContainerizationCrewAI