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职业迁徙
个人简介
I am a Principal Program Manager in Experiences and Device division working on the Substrate AI Platform for Office data. For the last 2+ years have been involved in large scale machine learning on email and conversation data and was the PM and force behind building “Smart Reply” in Outlook (Web) and Skype consumer and the more general Reply Assistance space – ex., reply to a task. Along with building the deep learning modeling and experimentation agility expertise within Office on data that we cannot look at (as it is customer content and strictly eyes-off), I have been driving the compliant offline experimentation platfom with Partners in Azure AI. This is a journey we are on and by no means done. I am interested in bringing Reinforcement learning capability to the platform and privacy preserving techniques to enable easier model building, hypothesis testing and validation.
研究兴趣
论文共 23 篇作者统计合作学者相似作者
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WWW '15: 24th International World Wide Web Conference
Florence
Italy
May, 2015pp.163-166, (2015)
Shobana Balakrishnan, David T Harper,Stephen Heil,Eric C Peterson,Adam Glass, David Alex Butler,Austin Donnelly,Antony Rowstron,Sergey Legtchenko
mag(2015)
引用23浏览0引用
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Shobana Balakrishnan,Richard Black,Austin Donnelly, Paul England,Adam Glass, David Harper,Sergey Legtchenko,Aaron Ogus,Eric Peterson,Antony I. T. Rowstron
OSDI'14: Proceedings of the 11th USENIX conference on Operating Systems Design and Implementationpp.351-365, (2014)
引用86浏览0EI引用
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Ashvinkumar J Sanghvi,Shobana Balakrishnan, Vishwajith Kumbalimutt, Anders B Vinberg,Srivatsan Parthasarathy, James P Finnigan
mag(2012)
引用23浏览0引用
23
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mag(2012)
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user-607cde9d4c775e0497f57189(2009)
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