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

• Rare Disease Diagnosis and Phenotyping : Developing AI solutions for early diagnosis and phenotyping of rare diseases.
• Automated Clinical Synopsis : Developed strategy and language model for the synthesis of cancer synoptic reports from clinical notes to reduce physician burden.
• Optimized Treatment Regimen : Mentored intern to develop an algorithm that can optimize the Alzheimer's disease treatment regimen at the level of junior physicians.
• Clinical Trial Emulation : Worked with cross-functional team to rapidly design tool for emulating heart-failure drug trials in a state-of-the-art Mayo Clinic 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.