SchemaSense AI The Intelligent Enterprise Data Steward
Link to open source: https://github.com/KatkamKoushik/neural-nexus-schemasense
Link to Live Project: https://schemasense-ai-88891938833.asia-south1.run.app/
Data scientists and business users often struggle with cryptic database schemas. SchemaSense AI is a professional-grade Intelligent Data Dictionary Agent that converts raw, complex databases into a human-readable knowledge graph for real-time analytics.
Core Innovation: Unlike standard SQL-bots, SchemaSense extracts a live "Intelligent Schema Map" and provides a "Visual Analytics" engine that executes read-only SQL queries to generate high-fidelity business charts in seconds.
Key Features implemented for HackFest 2.0:
Enterprise Multi-Database Support: Dynamically connects to PostgreSQL (and MySQL ready) instances via Cloud SQL.
Autonomous Data Dictionary: Automatically inspects tables, columns, and relationships (Foreign Keys) to provide an interactive map of the architecture.
SQL Injection Guard: A built-in security layer ensures the AI only executes
SELECTstatements, protecting production data from accidental deletion.Live Column Profiling: Fetches real-time statistical samples to visualize data distributions without compromising container memory.
Powered by Gemini 3 Flash: Utilizing the latest
gemini-3-flash-previewfor lightning-fast reasoning and high-accuracy SQL generation.
This build was uploaded as a hackathon project
