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jagadeesh Meruva

Mid-level AI Engineer specializing in Generative AI and healthcare search

VerizonSaint Louis UniversityRemote5 Years ExperienceMid LevelWorks Remote

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About

AI and platform engineer with 5 years of experience who built a production knowledge assistant for Verizon end-to-end, from architecture through deployment, monitoring, and incident hardening. Stands out for combining modern LLM/RAG systems with enterprise-grade rigor, including validation layers, observability, versioning safeguards, and measurable impact on technician productivity and retrieval quality.

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Key Strengths

  • Owned backend AI system end-to-end from architecture to deployment and operations
  • Built enterprise RAG platform for Verizon technicians
  • Improved retrieval accuracy by 40% with multi-stage reranking
  • Reduced technician search time from 10 minutes to under 5 seconds
  • Maintained sub-2-second P99 latency during pilot growth
  • Strong production observability with Prometheus and Grafana
  • Designs for reliability in high-stakes workflows
  • Balances latency vs correctness tradeoffs with clear business justification
  • Shipped from ambiguous requirements by interviewing users and defining MVP scope
  • Scaled early-stage prototype to production system serving 1,000+ users in one quarter
  • Strong incident ownership and prevention mindset
  • Implemented deterministic validation layers to reduce LLM hallucinations
  • Deep enterprise AI/platform engineering in regulated or safety-sensitive contexts

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Experience

AI EngineerVerizon · Jun 2024 – Present
AI / ML EngineerIAG · Jan 2020 – Jul 2023

Education

Saint Louis Universitymaster, Information Systems (2025)

Languages

English

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jagadeesh MeruvaMid-level AI Engineer specializing in Generative AI and healthcare search