Enterprise User Management System with AI Analytics

Skill by ara.so — Data Skills collection.

Overview

Enterprise User Management System with AI Analytics is a full-stack application that combines user administration, task management, and support ticket handling with AI-powered insights. The system uses machine learning for risk detection, anomaly detection, burnout analysis, and predictive project insights to help organizations automate workflows and improve decision-making.

Architecture:

• Frontend: React.js dashboard for admins and users
• Backend: Node.js REST API with JWT authentication
• ML Service: FastAPI service using scikit-learn and River for online learning
• Database: MongoDB for data persistence

Installation

Prerequisites