📌 Laplace's Demon AI – AI Hackathon Pitch
- Clone this github repo locally on your device.
- cd into the backend
- Run the following commands:
npm install
node server.js
- Use the front end to interact with the application. https://genal-genesis-2025.github.io/Frontend-of-ScamGuardAINEW/main.html
🚀 Overview Laplace’s Demon AI is an innovative tool designed to analyze live crypto data using AI. The project leverages:
Google Colab for real-time processing
MongoDB for storing and timestamping user queries
GitHub repository for backend and frontend development
🛑 The Problem The crypto space is volatile and often lacks accessible AI-driven analysis for traders and researchers.
💡 The Solution Laplace’s Demon AI provides real-time crypto data processing, ensuring users receive timely insights.
⚙️ How It Works Google Colab: Runs AI models to analyze live crypto data.
MongoDB: Stores and timestamps user queries for future reference.
GitHub Repo: Hosts the entire backend and frontend codebase.
🎥 Demo The project is demonstrated in Google Colab, showcasing real-time AI processing of crypto data.
📈 Impact & Use Cases ✔ Enhancing crypto market analysis ✔ Providing AI-powered insights to traders ✔ Supporting research on crypto trends
🔥 Challenges & Learnings Optimizing AI models for accuracy
Efficiently managing and storing query data
Developing a seamless frontend for user interaction
⏭️ Next Steps
✅ Improve model accuracy with additional training data
✅ Develop a user-friendly web application
✅ Launch as a public tool with community feedback
👥 Team
Laurent Cousineau
Aiyaan Mahajan
Safiya M
Alexander Jameson
🙌 Thank You! We're happy to answer any questions. Let’s make the crypto space safer together!