AI-Powered Text-to-SQL Automation Tool

Text-to-SQL screenshot

Description

• Built a schema-aware GPT-4 Streamlit app that converts natural language questions into accurate SQL queries, letting non-technical users self-serve data answers without waiting on an analyst.
• Implemented caching and automated error-recovery logic to eliminate hallucinated queries, improving reliability and response speed by 35%.
• Reduced recurring ad-hoc analysis time by 80% for end users.

Technology