CV

Contact

Full Name Sivaraman Rajaganapathy
Email sivrmn@umn.edu

Education

  • 12/2022 Expected
    PhD in Electrical Engineering with Computer Science Minor
    University of Minnesota, Twin-Cities
  • 2013
    Master of Technology in Systems & Control Engineering
    Indian Institute of Technology, Bombay
  • 2011
    Bachelor of Engineering in Electrical Engineering
    Indian Institute of Technology, Bombay

Professional Experience

  • JUN 2021 - AUG 2021
    Research Intern
    Boston Scientific Inc., Arden Hills, MN
    • Deep Learning Performance Analysis : Identified limitations in the training data-set that lead to the prediction errors
    • Data Augmentation ':' Created methods to augment limited training data for improved machine learning model performance
  • JUN 2019 - AUG 2019
    Research Intern
    Boston Scientific Inc., Arden Hills, MN
    • Rhythm Classification : Developed deep learning models to classify electrocardiograms from implantable devices
    • Deep Learning Automation : Built framework for hyper-parameter search (model optimization) and for using unlabeled data