Collective Intelligent Decision Platform by Amit PanditCollective Intelligent Decision Platform by Amit Pandit

Collective Intelligent Decision Platform

Amit Pandit

Completed work

Fullstack Engineer

Node.js

Python

Other

Collective Intelligence Decision Platform

An open-source platform that enhances group decision-making by identifying cognitive biases, synthesizing diverse perspectives, visualizing agreement/disagreement patterns, and facilitating structured deliberation.

Project Vision

This platform aims to:

Identify and mitigate cognitive biases in group discussions

Synthesize diverse perspectives into coherent viewpoints

Visualize agreement and disagreement patterns

Facilitate transparent and structured deliberation

Build consensus through data-driven insights

Getting Started

Prerequisites

Python 3.8+

Node.js 14+

Docker (optional)

Development Setup

Clone the repository git clone https://github.com/yourusername/collective-intelligence-platform.git cd collective-intelligence-platform

Set up backend

cd backend
python -m venv venv
source venv/bin/activate # On Windows: venv\Scripts\activate
pip install -r requirements.txt
python main.py

Set up frontend

cd frontend
npm install
npm start

Docker Setup

docker-compose up

Project Structure

/backend - Python Flask/FastAPI backend

/frontend - React TypeScript frontend

/docs - Documentation

/scripts - Utility scripts

Features

User authentication and workspace management

Discussion threads and messaging

Bias detection and visualization (coming soon)

Perspective clustering and synthesis (coming soon)

Decision quality metrics and tracking (coming soon)

Contributing

Contributions are welcome! Please check out our Contributing Guide for details.

License

This project is licensed under the Apache License - see the LICENSE file for details.

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Completed work

Posted Mar 29, 2025

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