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Abdallah Al-Zubi

Senior Machine Learning Engineer specializing in NLP, computer vision, and edge AI

Omaha, NESenior AI automation Engineering (intern)13 years experienceInternTechnologyArtificial IntelligenceMachine Learning
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About

AI/LLM engineer who built a production RAG-based Text2SQL engine using Qdrant, including creating the underlying business/DB documentation, generating a test dataset, and designing detailed SQL-quality metrics for validation. Also partnered with non-technical stakeholders on a speech recognition project to prioritize medical terminology, improving accuracy through targeted corpora, lookup-table correction, and fine-tuning with a modified loss function.

Experience

Senior AI automation Engineering (intern)Autogrator
Research AssistantUniversity of Nebraska-Lincoln
AI EngineeringJohn Wiley and Sons
Software EngineeringGlobitel
Software EngineeringSEDCO

Education

University of Nebraska-Lincolndoctorate, Engineering (2025)
University of Nebraska-Lincolnmaster, Engineering (2023)
Princess Sumaya University for Technologymaster, Data Science (2021)
Jordan University for Science & Technologybachelor, Computer Engineering (2012)

Key Strengths

  • Built and deployed a production RAG Text2SQL system end-to-end (doc engineering → vector DB → evaluation → tuning → batch production)
  • Strong evaluation rigor for Text2SQL with multi-factor SQL correctness metrics beyond exact match
  • Creates automated test harnesses for AI workflows using pytest and defined expected outputs/metrics
  • Effective at extracting and structuring business/domain knowledge into retrievable documentation for RAG
  • Collaborates with non-technical stakeholders to prioritize domain-specific quality (e.g., medical terms) and drive targeted ASR improvements
  • Improved speech recognition performance via medical-term corpora, lookup-based correction, and loss-function adjustments

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Languages

English

Skills

Machine LearningArtificial IntelligenceEdge ComputingComputer VisionNatural Language Processing (NLP)Speech RecognitionSentiment AnalysisRecommendation SystemsText-to-SQLRetrieval-Augmented Generation (RAG)Large Language Models (LLM)TransformersTransfer LearningHardware-Aware MLMEMS