Swati Padmanabhan
Assistant Professor at University of Minnesota
Minneapolis, Minnesota, United States
Summary
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Senior🎓
Top SchoolSwati Padmanabhan is a tenure-track assistant professor in Industrial and Systems Engineering at the University of Minnesota with 11 years of experience spanning academia and industry. She earned a PhD from the University of Washington and completed a postdoc at MIT, where she developed fast, provably correct algorithms for conic, nonsmooth, and online optimization using first-order, cutting-plane, interior-point, and primal-dual techniques. Her work bridges theoretical computer science and practical ML systems, informed by industry research internships at Google (including contributions to online resource allocation) and engineering roles in DSP and medical device calibration. She brings a rare blend of rigorous algorithmic theory and hands-on product-facing engineering—earlier work even touched rapid malaria diagnostics and pulse oximeter calibration—making her research both foundational and application-aware.
11 years of coding experience
5 years of employment as a software developer
Doctor of Philosophy - PhD Electrical and Computer Engineering, Doctor of Philosophy - PhD Electrical and Computer Engineering at University of WashingtonPrakash Higher Secondary SchoolBachelor of Technology Electronics Engineering, Bachelor of Technology Electronics Engineering at National Institute of Technology SuratUniversity of California, Los Angeles
Gujarati, Tamil, Hindi, EnglishGithub contributions (5)
arcturus611/AMATH-515-code
Dec 2016 - Jun 2019
Contributions:2 commits, 1 push, 1 branch in 2 years 6 months
arcturus611/dailyprogrammer
Oct 2014 - Jun 2019
Contributions:112 commits, 53 pushes in 4 years 8 months
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