GenAI

Automated EDA, LLM-Powered

An end-to-end data analysis tool that pairs automated EDA with LLM-generated plain-English insights.

Problem

Statistical EDA output — distributions, correlations, outlier flags — is technically correct but often meaningless to non-technical stakeholders who need to act on it.

Solution

Built a pipeline that ingests arbitrary data formats, auto-detects types, runs the appropriate statistical analyses and visualizations, then hands the results to an LLM to generate natural-language explanations alongside the technical report.

Technology

Python
LLM Integration
Data Visualization

Result

Bridges the gap between raw statistical output and business understanding by pairing every chart with a plain-English explanation of what it means.