Krishna Prasad Sheshadri

Computer science

Hometown: Bangalore, Karnataka, India

Graduation date: Spring 2023

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FURI | Spring 2021

A Synthetic Auto-Generator of SQL Queries Emulating Human Behavior

In the recent past, there has been an increase in AI-based systems built to make human database interactions seamless, but they rely on interaction sessions that are extremely small. The objective of this research is to design a Synthetic Auto-Generator of SQL Queries that can learn from a minimal number of real human interactions and can synthesize large-scale SQL query logs that simulate human behavior in a data exploration session.

Mentor:

Additional projects from this student

Designing an auto generator that emulates human interaction with a dataset will allow for better testing and training of models.

Mentor:

  • FURI
  • Fall 2020

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