AI-Powered Data Cleaning Tool Development

Problem : Data analysts and business teams spend hours manually cleaning messy CSV files — fixing missing values, removing duplicates, correcting formats, and standardizing columns. This repetitive process slows down analysis and increases the chance of human error. Solution : I built an AI-powered data cleaning tool using Python and Streamlit. Users simply upload any CSV file and the tool automatically scans the dataset, detects quality issues, and cleans the data in seconds. Groq AI (LLaMA model) analyzes the dataset and provides intelligent cleaning suggestions — no manual work needed. Tech Stack : Python, Pandas, NumPy, Streamlit, Groq AI (LLaMA 3.1) Results : Fully deployed live web app on Streamlit Cloud

AI-generated cleaning suggestions for every dataset

Auto-fix for missing values, duplicates, formatting issues

Downloadable cleaned CSV with one click

Detailed cleaning report showing before vs after stats

Source code available on GitHub

Live demo link : https://ai-data-cleaning-assistant-g7wcjuc5toweryipxyrudc.streamlit.app/