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Drew Dunn

Senior AI Engineer specializing in generative AI and production ML systems

Elevance HealthTexas Tech UniversityAledo, TX14 Years ExperienceSenior Level

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About

ML/AI engineer with hands-on ownership of production computer vision, speech, and legal RAG systems. Notably improved a key-duplication CV pipeline enough to unblock commercial launch and remove specialist manual measurement, and also shipped a live Quran recitation detection feature for a product with 1M+ users.

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Key Strengths

  • Owned end-to-end production ML system from experiment through deployment and monitoring
  • Improved CV pipeline real-world pass rate from roughly 40-45% to 85-87%
  • Used production logs to prioritize fixes by impact rather than intuition
  • Strong computer vision debugging in real-world edge cases like specular reflection
  • Shipped real-time recitation error detection feature for a 1M+ user product
  • Applied conservative thresholding and clear UX boundaries to manage AI safety and trust
  • Balanced recall, precision, and latency in legal RAG with hybrid search and reranking
  • Reduced legal correction rate from 18% to 4% after metadata filtering
  • Delivered major workflow efficiency gains, cutting contract review from hours to under 20 minutes
  • Built tested Python services with unit and integration coverage and auto-generated API docs

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Experience

Senior AI EngineerElevance Health · Nov 2022 – Present
Senior Data & Machine Learning EngineerCognizant · Oct 2020 – Oct 2022
Senior Data & Machine Learning EngineerCitigroup · Aug 2017 – Sep 2020
Senior Software EngineerEpicor · Jun 2011 – Jul 2017

Education

Texas Tech Universitybachelor, Computer Science (2011)

Awards

  • Technical Leadership Award: ML Systems Architecture
  • Innovation Excellence: Production ML Infrastructure
  • Engineering Excellence: Distributed Systems

Languages

English

Certifications

Professional Machine Learning EngineerAWS Certified Machine Learning - SpecialtyLLM Engineering & Deployment Fundamentals

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Typically responds within 24 hours

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Drew DunnSenior AI Engineer specializing in generative AI and production ML systems