AI SaaS Platforms
AI-Powered AutoML SaaS Platform
A production-ready, full-stack Automated Machine Learning SaaS that lets a user upload a dataset, automatically train and benchmark multiple ML models, understand why a model predicted what it did via SHAP, and deploy a live prediction API — without writing a single line of code. Built with a FastAPI + MySQL backend and a Next.js + TypeScript frontend, containerized with Docker Compose behind Nginx.
Model Accuracy
N/A
Model Type
AutoML SaaS Platform
Category
AI SaaS Platforms
Tech Stack
8 Tools
Key Features
- ✓Automated model selection, preprocessing and hyperparameter tuning across multiple algorithms
- ✓SHAP-based explainability for every trained model
- ✓AI chat assistant for natural-language questions about the dataset
- ✓Versioned model registry with champion/staging promotion
- ✓No-code REST API generator — one click to deploy any trained model
- ✓Scheduled retraining, RBAC, monitoring/health checks & structured JSON logging
- ✓One-click PDF & Excel report generation
Technologies
FastAPINext.jsTypeScriptScikit-LearnXGBoostSHAPMySQLDocker
Project Screenshots
Performance Metrics
Algorithms Benchmarked
5+
Explainability
SHAP
API Generation
No-Code
Deployment
Docker + Nginx