About Me
Hello. My name is Bipin. I establish and lead high-performing engineering organizations at Airbnb. I've spent the past couple of decades of my career building and scaling high-impact research and tech teams leading teams across Trust & Safety, Financial Products, and Payments.
I continue to be insatiably curious about the frontiers of technology, including crypto/blockchain, fintech, digital identity, online education, artificial intelligence, and trust.
Research and Projects
- Deep learning and NeuroscienceModeling polysensory plasticity with unsupervised feature learning
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One of the things that makes the brain fascinating is its plasticity. In a remarkable set of rewiring experiments, it was shown that the auditory cortex of the brain learnt to 'see' when visual signals were routed to it.
Does the brain have a single learning algorithm across all modalities? Read about our experiments in the Publications section below. -
- RoboticsAutonomous Sign Reading for Semantic Mapping and Navigation
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Teaching robots about our world through instruction is a rather tedious and, sometimes, frustrating process. Could robots instead learn by autonomously exploring our world, reading and understanding text that's usually littered in it?
In the summer of 2010, we programmed Willow Garage's PR2 to whizz around Stanford's hallways, reading text on doors, and learning where people sat. Read about it in the Publications section below. -
Click the photo-stack to see more
- AstronomyLarge Synoptic Survey Telescope
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The LSST is a monstrous 8.4-meter ground-based telescope, with the world's largest camera (3.2 Gigapixels). In the first 15 mins. of operation, the LSST will produce more data than the Hubble telescope produced in its lifetime.
I wander around the SLAC National Accelerator Laboratory with my mouth agape, and sometimes pretend to help come up with a plan to cope with the hundreds of petabytes of data that are going to come streaming in. Check out our project page. -
Click the photo-stack to see more
- Find missing peoplecomebackhome.org
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Every 4 seconds, a child goes missing. What if the entire internet could join forces in searching for these kids?
I created a plugin which when inserted into your site's 404 error pages, displays pictures of missing people in the off-chance that you recognize one of them. Visit Come Back Home to learn more.
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Publications and Patents
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Identity verification for online education.Patent 8838970, Issued on September 16, 2014.
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Unsupervised learning models of primary cortical receptive fields
and receptive field plasticity.In Neural Information Processing Systems (NIPS), 2011. -
Autonomous Sign Reading for Semantic Mapping.In IEEE Conference on Robots and Automation (ICRA), 2011.
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On Random Weights and Unsupervised Feature Learning.In International Conference on Machine Learning (ICML), 2011.
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Text Detection and Character Recognition in Scene Images
with Unsupervised Feature Learning.Best student paper award. In ICDAR, 2011. -
Modeling cortical representational plasticity with unsupervised feature learning.In Computational and Systems Neuroscience (COSYNE), 2011.
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Automatic Product Categorization.Patent 7870039, Issued on January 11, 2011.
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On Random Weights and Unsupervised Feature Learning.Neural Information Processing Systems (NIPS) Workshop, 2010.
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Predicting and Ranking Search Query Results.Patent 7831595, Issued on November 9, 2010.
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System for obtaining of transcripts of non-textual media.Patent 20090106243, Issued on April 23, 2009.
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Identifying offensive content using user click data.Patent 20080162540, Issued on July 3, 2008.
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Method for sharing and searching play-lists.Patent 20060195479, Issued on August 31, 2006.
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User interface for sharing and searching playlistsPatent 20060195480, Issued on August 31, 2006.
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Method and system for finding related nodes in a social network.Patent 7016307, Issued on Mar 21, 2006.
Contact Me
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