Sep 2018 – Dec 2021 · 3 yrs 3 mos · Greater Minneapolis-St. Paul Area

• Research on 3D Computer Vision, advised by Dr. Hyun Soo Park
• Ego4D: One of the primary authors on a consortium project involving 13 universities in 9 countries, in collaboration with Meta AI.
• Spatiotemporal modeling of dynamic human sequences in a static monocular or multiview setting using Implicit Functions and Single View Depth Estimation. Worked with state-of-the-art models PIFuHD, NeRF, Mannequin and more
• Localization and Anticipation in novel indoor surroundings by learning from first-person video. We collected video from 20 grocery stores, reconstructed using Sfm and annotated with 3D bounding boxes using an innovative interface

Jan 2018 – May 2018 · 4 mos · Greater Minneapolis-St. Paul Area

• Regression models for world's first on-demand public transit system
• Flight path models using varying kinds of wind-speed data

May 2018 – Aug 2018 · 3 mos · San Francisco Bay Area

• Analyzed the impact of quantization on ranking of transactions and precision-recall tradeoff
• Benchmarked CPU-optimized and GPU fraud detection models to inform hardware acquisition
• Offered a coveted full-time role in the research team at conclusion of internship

Feb 2016 – Jul 2017 · 1 yr 5 mos · New Delhi Area, India

• Sole owner of the web application from design, development and testing to deployment alongwith core contributions to Data Science efforts.
• Responsible for Predictive Modeling, Scraping and Cleansing of data from multiple websites
• Wrote the in-house CRM module, PoC for P2P lending model, Integration tests using Minitest
• Implemented user-authentication, role-based authorization, A/B testing of features
• Deployed and maintained the app using AWS Elastic Beanstalk, configured app to use CloudFront CDN

Jul 2014 – Jan 2016 · 1 yr 6 mos

• Summited three peaks above 6000 meters in self-sufficient small teams.

Jul 2013 – Jun 2014 · 11 mos · Greater Delhi Area

• Owner of Risk Management and Treasury modules for a leading payment gateway
• Implemented a rules engine that white/blacklisted live payments
• Developed a module to compute bank fees on payments using a decision tree
• Cut the processing time for Treasury scripts in half by leveraging parallel processing

May 2012 – Jul 2012 · 2 mos · Bengaluru, Karnataka, India

• Developed a multi-threaded Android app for batch-segmentation and plotting of ECG signals by handling a series of Producer-Consumer problems