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Swarna Jayaraman has been working in the field of data architecture since 2003. Swarna began their career as a Senior Informatica Developer at ConAgra Foods, where they were involved in creating and maintaining ETL processes. From 2004 to 2012, they worked at JPMorgan Chase & Co. as an Informatica Developer, where they studied the process flows of various applications and designed the strategy for extraction of data. Swarna then worked at AT&T as an ETL Lead from 2012 to 2015, followed by NCR Corporation as an ETL Lead Developer from 2015 to 2016. In 2016, they joined the Centers for Disease Control and Prevention as a Data Architect. Since 2017, they have been the Founder/Managing Partner/Big Data Architect of Entellimetrix LLC, where they are leading a Marketing Analytics DataMart project called Marketlink for LexisNexis Marketing Department.

Swarna Jayaraman obtained a Bachelor's degree in Science from the Sri Sathya Sai Institute of Higher Learning between 1992 and 1995.