CV
Contact
Full Name | Sivaraman Rajaganapathy |
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