Au Data Factory

AI Data Factory 🚀 AI Data Factory is an intelligent data preparation and analysis workspace that turns raw datasets and images into clean, actionable insights and executive reports. Acting as a Dataset Doctor, it diagnoses data quality issues, provides multi-agent AI consultations, offers browser-native image editing, and generates automated project reports. 🎯 Key Features 📊 Dataset Doctor: Instantly scans CSV and XLSX files for missing values, duplicates, column cardinallity, constant fields, and numerical/categorical distribution. 🩺 Data Quality & ML Readiness: Calculates dynamic readiness scores (e.g., ML Readiness: 82% — Good) with clear flags for problematic columns. 🤖 Multi-Agent AI System: Runs client-side via OpenAI API (no backend needed): Data Analyst Agent: Generates executive health summaries. ML Engineer Agent: Recommends algorithms and generates ready-to-run Python (pandas / scikit-learn) training code. 🧹 Smart Cleaning Guidance: Direct recommendations for missing value imputation (median/mode), encoding, and duplicate filtering. 🖼️ Canvas Image Processing: 100% browser-native computer vision using HTML5 Canvas—crop, resize, rotate, tweak brightness/contrast, grayscale, blur, and sharpen without external packages. 📑 Report Export: Generate and download comprehensive project documentation in HTML or JSON format. 🛠️ Tech Stack