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 …

Mariyam Amir, Murchana Baruah, Mahsa Eslamialishah, Sina Ehsani, Alireza Bahramali, Sadra Naddaf-Sh, Saman Zarandioon

PDF Code DOI

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 …

Sadra Naddaf Shargh, Mahdi Naddaf-Sh, Maxim Dalton, Soodabeh Ramezani, Amir R Kashani, Hassan Zargarzadeh

PDF DOI

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 …