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Stochastic Optimization

$20/hr Starting at $25

I am presently a Ph.D. student in the Electrical and Computer Engineering Department at Lehigh University under the guidance of Prof. Parv Venkitasubramaniam. I received my B.Tech-M.Tech dual degree in electrical engineering from the Indian Institute of Technology, Kanpur in 2010. My research interests lie in the intersections of game theory, stochastic optimization, and anonymity in networking. Specifically, I develop optimal scheduling policies to maximize user anonymity (secrecy of source-destination pairs) in data networks under QoS requirements, with particular emphasis on buffer and fairness constraints. More recently, I have been working on studying anonymity in the context of signalling games with the long term objective of quantifying the tension between user privacy and tangible economic rewards.

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$20/hr Ongoing

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I am presently a Ph.D. student in the Electrical and Computer Engineering Department at Lehigh University under the guidance of Prof. Parv Venkitasubramaniam. I received my B.Tech-M.Tech dual degree in electrical engineering from the Indian Institute of Technology, Kanpur in 2010. My research interests lie in the intersections of game theory, stochastic optimization, and anonymity in networking. Specifically, I develop optimal scheduling policies to maximize user anonymity (secrecy of source-destination pairs) in data networks under QoS requirements, with particular emphasis on buffer and fairness constraints. More recently, I have been working on studying anonymity in the context of signalling games with the long term objective of quantifying the tension between user privacy and tangible economic rewards.

Skills & Expertise

Data ScienceElectricalElectrical EngineeringEngineeringMachine LearningNetworkingPrivacyPythonResearchStochastic Modeling

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