Amit Saha

Amit Saha

Bengaluru, Karnataka, India
3K followers 500+ connections

Activity

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Education

  • Rice University Graphic

    Rice University

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    Activities and Societies: Awarded the Rice Graduate Fellowship for the academic year 2000-2001. Member of the intramural gold winning Graduate Student Association's Table Tennis team for the academic year 2004 and 2005. I was the president of "Friends of Young Minds" (http://www.ruf.rice.edu/~foym), a student organization at Rice University which collects computers from donors in and around Houston, tests and fixes the computers, and sends them to underprivileged children in India.

    Extensive research in the general area of wireless mesh networks and mobile ad hoc networks including the design, analysis, and implementation of protocols for such networks.

    Reviewed technical papers for IEEE INFOCOM, IEEE GLOBECOM, ACM MobiHoc, ACM Transactions on Mobile Computing, etc.

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    Activities and Societies: Recipient of the Dr. B.C.Roy Gold Medal in 1999, awarded by IIT Kharagpur, Kharagpur, West Bengal, India, to the single graduating student with the best mix of academics and extra curricular activities.

Licenses & Certifications

Volunteer Experience

  • President

    Friends of Young Minds

    - 5 years 1 month

    Children

    This student group at Rice University used to collect recycled computers from Houston and vicinity and after ensuring that the computers work, would donate them to organizations in India that in turn donated them to needy schools.

Publications

Patents

Projects

  • Ml Operations

    Building ML Operations for the growing infrastructure needs of Cisco Meraki's smart cameras.

    Other creators
  • Kubeflow

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    Kubeflow is a machine learning toolkit for Kubernetes. I explore the next generation of technology, while being actively involved in academia through research collaborations, organising conferences, and as visiting faculty and invited speaker.

    I focus on overall system design and have had extensive research and development background in networks and distributed systems. I am industry experienced in the design, analysis, and implementation in the area of networking and distributed…

    Kubeflow is a machine learning toolkit for Kubernetes. I explore the next generation of technology, while being actively involved in academia through research collaborations, organising conferences, and as visiting faculty and invited speaker.

    I focus on overall system design and have had extensive research and development background in networks and distributed systems. I am industry experienced in the design, analysis, and implementation in the area of networking and distributed systems.

    At Cisco, I am solving engineering issues of distributed machine learning systems. This allows our customers to manage their AI/ML lifecycles better by making it easy to train models, tune models, and deploy ML workloads anywhere.

    Other creators
    See project
  • QFabric

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    Large scale distributed data center networking switch

    Other creators
    See project

Honors & Awards

  • Invited Keynote Speaker

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    Doctoral Symposium of the second AI ML Systems 2022 conference, Bangalore

  • TPC Co-chair

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    TPC Co-Chair for COMSNETS 2022.

  • Invited Talk: IIT Delhi

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    Title of the talk: Peripheral Vision.

    Abstract: Machine Learning has started its move from the cloud to the periphery of the network. Today’s edge devices are becoming smarter and are no longer the dumb devices that would simply transmit the data to some central location. This talk will focus on the evolution of a specific type of edge device — the surveillance camera — from the traditional CCTV model to the smart camera model. It will discuss some of the engineering and research…

    Title of the talk: Peripheral Vision.

    Abstract: Machine Learning has started its move from the cloud to the periphery of the network. Today’s edge devices are becoming smarter and are no longer the dumb devices that would simply transmit the data to some central location. This talk will focus on the evolution of a specific type of edge device — the surveillance camera — from the traditional CCTV model to the smart camera model. It will discuss some of the engineering and research challenges in building smart cameras that lie at the periphery of the network.

  • Invited Talks: TEQIP at IIT Hyderabad

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    Talk1: The Role of Artificial Intelligence in IoT
    Talk2: Is the Network ready for IoT?

  • Invited Talk: UGC Sponsored State Level Seminar on Cyber Physical Systems

    The National College, Jayanagar, Bangalore, Technicall Supported by IEEE Bangalore

    Title of the talk: Cloud Computing and IoT

  • Invited Talk: WACI Workshop 2019 (COMSNETS 2019)

    COMSNETS

    Title of the talk: Data Science: from laptop to production.
    https://www.comsnets.org/archive/2019/waci_workshop.html

  • Invited Panelist

    COMSNETS 2017

    Smart cities: Delusions of grandeur
    Co-Panelists: Ranveer Chandrs (MSR), Tulikar Pandey (MEITY, India), Bijendra N. Jain (IIT Delhi)

  • Dr. B.C.Roy Gold Medal

    Indian Institute of Technology, Kharagpur, India

    This gold medal is awarded to the out going B.Tech.(Honours.)/B.Arch.(Honours.) student who is adjudged to be the best all-rounder (in semester examinations, activities in the Department, Hall of Residence and participation in Gymkhana games and sports) at the end of the eighth semester.

  • Speaking Engagements

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    - Invited Keynote Speaker at the Doctoral Symposium of the second AI ML Systems 2022 conference, Bangalore, Oct. 2022.
    - Invited Industry Lecture in the Dept. of Electrical Engineering, IIT Hyderabad, May. 2022.
    - Invited talk at Distringuished Industry Lecture program in the Dept. of ECE at SRM University Andhra Pradesh, India, May. 2022.
    - Invited talk at Distinguished Lecture Program held by IEEE Mangalore sub-section, Mar. 2022.
    - Tutorial at CODS-COMADS conferfence 2022, Jan…

    - Invited Keynote Speaker at the Doctoral Symposium of the second AI ML Systems 2022 conference, Bangalore, Oct. 2022.
    - Invited Industry Lecture in the Dept. of Electrical Engineering, IIT Hyderabad, May. 2022.
    - Invited talk at Distringuished Industry Lecture program in the Dept. of ECE at SRM University Andhra Pradesh, India, May. 2022.
    - Invited talk at Distinguished Lecture Program held by IEEE Mangalore sub-section, Mar. 2022.
    - Tutorial at CODS-COMADS conferfence 2022, Jan. 2022.
    - Kubeflow AutoML training, Jan 2021.
    - Invited speaker at IIT Delhi, Dec. 2020.
    - Invited speaker at IIT Hyderabad, Dec. 2020.
    - NVidia GTC, Oct. 2020.
    - SPCOM conference at Indian Institute of Science, Jul. 2020.
    - Invited speaker at IEEE event at Kristu Jayanti College, Bangalore, May. 2020.
    - Invited speaker at IEEE event at National College, Bangalore, Mar. 2020.
    - Cisco Day at Indian Institute of Science, Jan. 2020.
    - Invited talk at KLE Tech, Hubli, India, Apr. 2019.
    - Cisco Live Distinguished speaker (2019).
    - Invited panelist at the Ninth International Conference on COMmunication Systems & NETworkS (COMSNETS 2017).

  • Technical Program Committee (TPC) member

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    International Conference on Distributed Computing and Networking (ICDCN 2021)
    International Conference on COMmunication Systems & NETworkS (COMSNETS 2017-2023)
    Industry & Government Program in the 2017 IEEE International Conference on Big Data (Big Data 2017, 2020)
    The Fifth ACM International Workshop on Wireless Network Testbeds, Experimental evaluation and CHaracterization (WiNTECH 2010); colocated with MobiCom 2010.
    The ACM International Workshop on Cognitive Radio Networks…

    International Conference on Distributed Computing and Networking (ICDCN 2021)
    International Conference on COMmunication Systems & NETworkS (COMSNETS 2017-2023)
    Industry & Government Program in the 2017 IEEE International Conference on Big Data (Big Data 2017, 2020)
    The Fifth ACM International Workshop on Wireless Network Testbeds, Experimental evaluation and CHaracterization (WiNTECH 2010); colocated with MobiCom 2010.
    The ACM International Workshop on Cognitive Radio Networks (CoRoNet 2009) - colocated with MobiCom 2009.
    The Fourth ACM International Workshop on Wireless Network Testbeds, Experimental evaluation and CHaracterization (WiNTECH 2009); colocated with MobiCom 2009.

Languages

  • Hindi

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  • English

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  • Bengali

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  • Assamese

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