LLM-Enhanced Data Debugger​

Problem:

Working with raw datasets often involves hidden issues such as missing values, schema inconsistencies, and anomalies that are time-consuming to identify manually.

What I Built:

I developed an AI-assisted tool that analyzes structured datasets and provides automated insights, including schema summaries, anomaly detection, and data quality feedback using large language models.

Tech Stack:

Python

FastAPI

Pandas

Data Validation

OpenAI API

Key Learnings:

Designing AI-assisted data workflows

Combining deterministic data checks with LLM reasoning

Building API-first systems