🚀 Ranking Projects – Open-Source AI Platform for Discovering Hidden Talent

Talent is everywhere — opportunity is not.

Ranking Projects is an open-source platform designed to help uncover hidden potential in entrepreneurship programs by combining AI-driven evaluation, gamified rankings, and human feedback.

Traditional accelerators often focus only on winners. This project takes a different approach: it gives everyone the tools to improve, get discovered, and connect with others in meaningful ways.

🔍 What does the platform do?

✔️ Allows participants to register and describe their projects
✔️ Uses AI to classify projects into appropriate categories
✔️ Evaluates projects using rubric-based autonomous scoring
✔️ Instantly updates rankings as projects improve
✔️ Adds a human layer with likes and comments
✔️ Visualizes connections between projects and people
✔️ Helps transform non-winning ideas into collaboration and opportunity

🎮 Why it matters:

1. Instant feedback instead of waiting for expert reviews
2. Continuous improvement through re-evaluation
3. Gamified motivation for project development
4. Recognition of contextual and human value
5. Discovery of talent beyond final rankings

Machines can evaluate structure and quality —
humans recognize potential, timing, and context.
This platform brings both together.

🌐 Try the live demo

🧠 Open-Source & Adaptable:

The project is released under the MIT License, so you’re free to:

• Adapt it to your accelerator or educational program
• Extend the AI evaluation logic
• Build insights from large datasets of ideas and talent

💻 Source Code:

📦 GitHub repository

If you’re interested in entrepreneurship, AI, open-source tools, education, or talent discovery, this project is for you.