Automating Data Science
|
An advanced agentic system built with CrewAI and FastAPI to automate complex data science workflows. From data cleaning to predictive modeling, all orchestrated by autonomous AI agents.
Core Capabilities
We provide the platform, tools, and network you need to excel in the world of Data Science and AI.
Autonomous Agents
Leverages a crew of specialized AI agents (Data Scientist, Analyst, Reporter) to collaborate on complex tasks without human intervention.
FastAPI Backend
Robust Python backend handling WebSocket connections for real-time agent feedback and secure file processing.
Interactive UI
Modern Next.js frontend allowing users to upload datasets, define goals, and watch the agents work in real-time.
How It Works
From raw data to actionable insights in five automated steps.
Input Data
Upload your CSV dataset. The system securely stores it for processing.
Define Goal
Ask a question or define your analysis goal in plain English.
Manager Agent
The Lead Data Scientist plans the analysis and delegates tasks.
Worker Agent
The Reporting Agent writes Python code and creates the notebook.
Result
Download the complete Jupyter Notebook with analysis and code.
Interactive Preview
Explore the interface. Hover over elements to see how they work.
Natural Language Input
Simply describe your goal in plain English. "Analyze sales trends" or "Predict churn for next month".
Real-time Agent Logs
Watch as the Manager Agent delegates tasks and Worker Agents execute code in real-time.