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Sree Damineni - AI ML Engineer in USA

Sree Damineni

Mid AI/ML Engineer specializing in financial and insurance analytics

FISUniversity of Missouri-Kansas CityUSA3 Years ExperienceMid Level

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About

Senior AI/ML engineer focused on production ML, LLMs, and MLOps, with concrete experience shipping fraud detection and enterprise RAG systems. They combine strong deployment and monitoring discipline with measurable business impact, including 31% precision improvement in fraud detection and 37% better answer relevance in a financial-document QA system.

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Key Strengths

  • End-to-end ownership of production ML systems
  • Fraud detection pipeline deployment at scale
  • Improved fraud model precision by 31%
  • Reduced model drift issues by 29%
  • Strong production monitoring and automated retraining practices
  • LLM/RAG system design for enterprise financial documents
  • Improved answer relevance by 37%
  • Reduced manual document lookup time by 42%
  • Grounded, citation-backed LLM outputs
  • Production optimization of latency, retrieval quality, and reliability
  • Reduced RAG response time by ~30%
  • Python service design with modular FastAPI architecture
  • Reliable testing and CI/CD practices for ML services
  • Fast incident isolation and recovery in production

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Experience

AI ML EngineerFIS · May 2025 – Present
AI ML AssociateDXC Technology · Aug 2021 – Dec 2023

Education

University of Missouri-Kansas Citymaster, Computer Science (2025)
Jawaharlal Nehru Technological Universitybachelor, Electronics and Communication Engineering (2023)

Languages

English

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Connect with Sree

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Typically responds within 24 hours

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Sree DamineniMid AI/ML Engineer specializing in financial and insurance analytics