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Product@Uber
Biplab is currently a Senior Product Manager | Marketplace at Uber · Full-time. 8 years of professional experience. Doctor of Philosophy (PhD), Electrical and Computer Engineering at University of Illinois Urbana-Champaign.
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I build AI/ML products that help manage Uber's marketplaces. This includes products that - deploy capital efficiently to balance supply/demand for Uber Rides - change prices in realtime (surge pricing) to maximize revenue for Uber Eats
Helped F500 companies leverage AI. Helped PE-owned software companies grow.
Released Rico, the largest design dataset of mobile apps with over 70K unique UIs from 9K apps. Details at http://interactionmining.org/rico
Developed Interaction Mining, a human-computer collaborative approach to mine mobile apps. Extracted user flows while users interacted with apps. Details at http://interactionmining.org/erica
Developed design-diff capabilities for Apropose's web design search engine.
Researcher in Human-Computer Interaction + AI. Developed AI-powered tools that improved app designers’ ability to create successful UI/UX designs. This was made possible by training deep neural nets on a UI dataset from thousands of popular apps which was open-sourced.
Developed hardware accelerators for AI/ML workloads.
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