CV

PhD in Electrical Engineering with Computer Science Minor

University of Minnesota, Twin-Cities

Master of Technology in Systems & Control Engineering

Indian Institute of Technology, Bombay

Bachelor of Engineering in Electrical Engineering

Indian Institute of Technology, Bombay

Research Fellow

Mayo Clinic, Rochester, MN

• Optimized Treatment Regimen ':'' Mentored intern to develop an algorithm that can optimize the Alzheimer's disease treatment regimen at the level of junior physicians.
• Automated Clinical Synopsis ':' Developed strategy and language model for the synthesis of cancer synoptic reports from clinical notes to reduce physician burden.
• Alzheimer's Disease Prediction ':' Developing smart models to detect Alzheimer's Disease using multi-modal lab tests, cognitive assessments, and clinical observations.
• Clinical Trial Emulation ':' Working with cross-functional team to design tool for emulating heart-failure drug efficacy clinical trials in a state-of-the-art AI cloud-based platform.

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

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