Education
Tandon School of Engineering, New York University - 2018
Master of Science, Electrical Engineering
Manipal Institute of Technology, Manipal University - 2016
B.Tech, Electronics and Communications
Experience
Hearst - New York
From: June - Aug, 2017
Machine Learning Intern
Incorporated fast content-based image retrieval into Hearst's digital asset management system consisting of over 13M images. We utilized a product quantizer based nearest neighbor search on image features extracted from models pre-trained on ImageNet.
NVIDIA - New Jersey
From: May - Aug, 2017
Deep Learning Software Intern
Training on large datasets certainly improves the performance of the network but such datasets often contain a lot of redundant samples. This redundancy leads to a significant increase in training time and computational requirements with minimal gains in performance. In order to remove redundant information, we implemented a sampling methodology hinged upon the geographical distance between two training samples. The implemented methodology resulted in a 50% reduction in training dataset size (50% increase in training speed) with a <5% reduction in peak performance.
Teaching
Dept of Electrical Engineering, NYU
From: Jan - May, 2020
Teaching Assitant: Introduction to Machine Learning
Center of K12 Stem Education, NYU
From: May - Aug, 2019
Mentor
Undergraduate Summer Research Program, NYU
From: May - Aug, 2019
Mentor
Center of Urban Science and Planning, NYU
From: May - Dec, 2017
Teaching Assitant: Urban Decision Models, Operations Research for Cities and Leading with IT.