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Anjali Chepuri - Professional

Anjali Chepuri

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About

Built and deployed an LLM-powered financial document processing and summarization platform at Morgan Stanley using a production RAG pipeline (PDF ingestion, embedding-based retrieval, schema-constrained JSON outputs) delivered via FastAPI microservices on Kubernetes. Drove measurable impact (40% reduction in manual review time) and improved factual accuracy for numeric fields by 30% through metadata-aware retrieval, strict schemas, and post-generation validation, with a human feedback loop from financial analysts.

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Key Strengths

  • Built and deployed production LLM/RAG system for financial reports at Morgan Stanley
  • Reduced manual financial document review time by ~40%
  • Improved factual accuracy for financial numbers by ~30% via stronger retrieval + schema enforcement + numeric validation
  • Strong productionization skills (FastAPI microservices on Kubernetes with monitoring/logging/autoscaling)
  • Reliable agent/workflow design with guardrails, modular steps, and measurable evaluation (accuracy/grounding/latency/hallucinations)
  • Effective cross-functional collaboration with non-technical financial analysts; translated requirements into structured fields and review workflow

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Skills

FastAPIMicroservices architectureContainerizationKubernetesApache AirflowAWS Step FunctionsMLflowUnit testingLLM-powered document processingFinancial document extraction and summarizationPDF ingestion pipelinesText chunking strategiesEmbedding-based indexingVector retrievalRAG (Retrieval-Augmented Generation)

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Vector SearchRetrieval-Augmented Generation (RAG)FastAPIMicroservices Architecture

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Connect with Anjali

Anjali already has a relationship with Reval, so a warm intro from us gets a much better response than cold outreach.

Typically responds within 24 hours

Recommended

Already have an account?

Hire with Reval

Find your next great hire

Our AI agents source, screen, and vet candidates for your open roles. Get qualified candidates within 48 hours.

$250one-time kickoff
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Anjali Chepuri