The after-conference proceeding of the CML 2025 will be published in SCOPUS Indexed Springer Book Series "Lecture Notes in Networks and Systems".

Mr. Praveen Baskar

LLM powered Data schema migrations

Abstract:

This talk addresses the challenges of data schema migrations, which are often complex, time-consuming, and error-prone. It proposes a solution using LLMs to semi-automate the migration process. The LLM can generate the migrated code by providing the LLM with the old and new schemas, significantly increasing migration velocity and reducing manual effort.

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