Sadra Naddaf

Sadra Naddaf

Sr. Machine Learning Engineer

Mountain View, CA

Welcome! 👋

My name is Sadra.

I am a Senior Machine Learning Engineer at Truveta.

With a passion for research and innovation, my work revolves around natural language processing and generative AI to tackle intricate healthcare data challenges and ultimately make a difference in saving lives through data-driven solutions. Prior to my role at Truveta, I embarked on an enriching academic journey, earning a doctorate in Electrical Engineering. Throughout my doctoral studies, I specialized in Applied Machine Learning research, focussing on developing practical industrial AI solutions.

Interests

  • NLP, Generative AI
  • Deep Learning
  • Computer Vision

Education

  • Doctorate in Electrical Engineering

    Lamar University 2022

  • B.Sc. in Computer Engineering

    Ferdowsi University of Mashhad 2018

Publications

Truveta Mapper: A Zero-shot Ontology Alignment Framework

In this paper, a new perspective is suggested for unsupervised Ontology Matching (OM) or Ontology Alignment (OA) by treating it as a …
Truveta Mapper: A Zero-shot Ontology Alignment Framework

Application of Machine Learning in Automotive Stud Weld Defect Classification

Arc stud welding is a well-developed and automated manufacturing process commonly used to fasten studs to a workpiece. This process …
Application of Machine Learning in Automotive Stud Weld Defect Classification

Explainable Models for Multivariate Time-series Defect Classification of Arc Stud Welding

Arc Stud Welding (ASW) is widely used in many industries such as automotive and shipbuilding and is employed in building and jointing …
Explainable Models for Multivariate Time-series Defect Classification of Arc Stud Welding

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