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Surya Vamshi Sriperambudooru - AI Engineer in Remote, US

Surya Vamshi Sriperambudooru

Mid-level AI Engineer specializing in healthcare claims analytics and RAG copilots

CodoxoUniversity of Texas at DallasRemote, US4 Years ExperienceMid LevelWorks On-Site

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About

Built a production "appeals co-pilot" for a healthcare claims appeals team, combining an XGBoost/logistic ranking model with a Python/LangChain RAG stack (FAISS + Mistral 7B) to surface high-probability appeal wins and speed policy-grounded drafting. Emphasizes reliability and trust: hybrid retrieval with metadata routing, citation/eval scripts, guardrails, and an explainability layer that non-technical stakeholders could understand and override.

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Key Strengths

  • Built and deployed end-to-end LLM + ML production system (claims appeals co-pilot)
  • Designed claim ranking model using XGBoost + logistic regression for appeal success probability
  • Improved RAG quality by reducing retrieval noise via chunking, metadata filters, and hybrid semantic/keyword scoring
  • Implemented explainability layer to increase stakeholder trust (transparent ranking reasons)
  • Handled sparse-data segments with regularization and fallback rules for model stability
  • Established reliability evaluation framework (precision, hallucination rate, latency, regression tests)
  • Production-focused LLM engineering (latency, drift, hallucination control, citation sanity checks)
  • Effective collaboration with non-technical stakeholders; built overrideable explanation UI/panel

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Experience

AI EngineerCODOXO · Aug 2024 – Present
Insights AnalystCOTIVITI · Jul 2022 – Jul 2023
Data AnalystQUALMINDS TECHNOLOGIES · Aug 2021 – Mar 2022
AnalystARCELORMITTAL NIPPON STEEL · Sep 2020 – Jul 2021

Education

University of Texas at Dallasmaster, Business Analytics and Artificial Intelligence (2025)
National Institute of Technologybachelor, Electrical and Electronics Engineering (2020)

Awards

  • Winner, Causal Analytics and A/B Testing Tournament - UTD

Skills

A/B TestingAmazon EC2Apache AirflowApache KafkaAWSConfluenceData EngineeringData ModelingData QualitydbtDeep LearningDockerETL PipelinesFAISSFeature Engineering

Languages

English

Certifications

Graduate Certificate in Applied Machine Learning, UTDWinner, Causal Analytics and A/B Testing Tournament, UTDGoogle Data Analytics Professional Certificate (Coursera)SQL for Data Science (UC Davis, Coursera)Fundamentals of Visualization with Tableau (UC Davis, Coursera)

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Surya Vamshi SriperambudooruMid-level AI Engineer specializing in healthcare claims analytics and RAG copilots