Sanmukh Rao Kuppannagari

Sanmukh Rao Kuppannagari

Postdoctoral Research Associate

University of Southern California

My research interests are:

  • Accelerating AI on Heterogeneous Platforms: Develop an Application Specific Processor (ASP) to enable high throughput and low latency FPGA implementations of state-of-the-art Deep Reinforcement Learning algorithms.
  • Accelerating Privacy Preserving Machine Learning on FPGAs: Develop accelerators for Homomorphic Encryption based Machine Learning algorithms to enable development of low-latency privacy preserving machine learning applications.
  • Data Driven Modeling and Optimization for Smart Energy Systems: Develop data driven combinatorial optimizations, approximation algorithms and Reinforcement Learning algorithms to minimize the cost of smart grid operations.
Interests
  • Accelerating AI on Heterogeneous Platforms
  • Accelerating Privacy Preserving Machine Learning on FPGAs
  • Data Driven Modeling and Optimization for Smart Energy Systems
Education
  • PhD in Computer Engineering, 2018

    University of Southern California

  • B.Tech in Computer Science and Engineering, 2011

    Indian Institute of Technology, Guwahati

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