Alex Gorelik

Alex Gorelik

Distinguished Engineer at LinkedIn

    Bio Coming Soon!

    All Sessions by Alex Gorelik

    Day 2 04/24/2024
    2:50 pm - 3:20 pm

    Data Engineering in the Age of Data Regulations

    <span class="etn-schedule-location"> <span class="firstfocus">Data Engineering</span> </span>

    DE Summit: Continuous data regulations like GDPR, CCPA, DMA and many others are giving control to users over how their data is used and imposing restrictions on what companies can do with user data. This talk will focus on LinkedIn's approach to converting these regulations into policies and integrating policy enforcement in data engineering practices using our Policy Based Access Control (PBAC) system. It will cover how to annotate data, features, pipelines and models; how to integrate model training and inferences with the PBAC system; and how to enforce policies. It will describe the architecture and components of LinkedIn's governance system and various tools used to automate the annotation and enforcement process. LinkedIn plans to open source its PBAC system, but probably will not happen by April. The talk will also reference DataHub data catalog and FalDisco automated data classification projects.

    Day 2 04/24/2024
    2:50 pm - 3:20 pm

    Data Engineering in the Age of Data Regulations

    <span class="etn-schedule-location"> <span class="firstfocus">Data Engineering</span>

    DE Summit: Continuous data regulations like GDPR, CCPA, DMA and many others are giving control to users over how their data is used and imposing restrictions on what companies can do with user data. This talk will focus on LinkedIn's approach to converting these regulations into policies and integrating policy enforcement in data engineering practices using our Policy Based Access Control (PBAC) system. It will cover how to annotate data, features, pipelines and models; how to integrate model training and inferences with the PBAC system; and how to enforce policies. It will describe the architecture and components of LinkedIn's governance system and various tools used to automate the annotation and enforcement process.

    Open Data Science

     

     

     

    Open Data Science
    One Broadway
    Cambridge, MA 02142
    info@odsc.com

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