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Ashutosh Gupta

Senior Backend Engineer specializing in AI/LLM and Healthcare Claims

UnitedHealth GroupIndiana University Bloomington8 Years ExperienceSenior LevelWorks On-Site

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About

JavaScript/React performance-focused engineer who contributed upstream to an open-source virtualization/pagination library, fixing overlapping-fetch race conditions and introducing prefetch/deduping patterns that cut load times from ~3s to <900ms and reduced render thrash ~35%. Also built healthcare automation systems (clinical summary and claims triage), including a FastAPI + RAG pipeline that retrieved CPT/ICD evidence, improving decision accuracy from 67% to 86% and reducing turnaround time by 40%.

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Key Strengths

  • Open-source performance improvements to pagination/virtualized list library
  • Diagnosed and fixed overlapping fetch race conditions causing stale data
  • Built synthetic datasets and traced request cycles to reproduce heavy-load issues
  • Reduced initial React screen load time from ~3s to <900ms on high-volume datasets
  • Cut render thrashing/jitter ~35% in heavy tables
  • Improves complex JS codebases via profiling hot paths (render frequency, network chatter, memory churn)
  • Maintains backwards-compatible public APIs while refactoring runtime behavior
  • Creates developer-friendly docs with runnable snippets and task-oriented structure
  • Effective user/community issue triage using repro steps, recordings, and diagnostic sandboxes
  • Self-directed ownership in unstructured environments; defined priorities and delivered end-to-end systems
  • Built FastAPI + RAG pipeline to retrieve CPT/ICD evidence for prior auth reviews
  • Improved auto-decision accuracy from 67% to 86% and cut turnaround time by 40%

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Experience

AI Backend Engineer (Python + LLM/RAG)UnitedHealth Group · Jan 2025 – Present
Software EngineerHHAeXchange · Dec 2020 – Jul 2023
Product Insight AnalystSage Softtech · Feb 2018 – Nov 2020

Education

Indiana University Bloomingtonmaster, Computer Science (2025)

Languages

English

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Connect with Ashutosh

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Typically responds within 24 hours

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Ashutosh GuptaSenior Backend Engineer specializing in AI/LLM and Healthcare Claims