MADS

MADS is an initiative developed by AI Flow Solutions that enables users to methodically execute a data science pipeline with only two required inputs: a description of the problem and a CSV file with the data. The MADS framework coordinates a multi-agent system to produce predictions, create a comprehensive analysis report, and train a machine learning model. Future developments will include the integration of reinforcement learning to improve the efficiency of each agent. This project is being built on the Autogen framework.

• Generate an analysis report
• Train a machine learning model
• Generate predictions
• Automatically execute a data science pipeline

• Assisting Data Scientists in Automating Their Tasks
• Offering a Simple Method for Non-Technical Users to Generate Predictions
• Rapid Prototyping of Machine Learning Models
• Enhancing Compliance and Reporting Automation
• Accelerating Business Decision-Making