Rizzed Analyser

An AI-powered cryptocurrency data visualization platform that simplifies crypto market analysis through advanced clustering, AI-driven insights, and real-time data visualization. Our mission is to make cryptocurrency trading and investment more intuitive, data-driven, and accessible to all users.

Features

1. AI-Driven Market Analysis Uses machine learning models to classify and cluster cryptocurrencies.

2. Dynamic Clustering Organizes cryptocurrencies into visually interactive groups based on market trends.

3. Real-Time Data Visualizations Provides insights from CookieDAO’s DataSwarm API, including social sentiment and trading activity.

4. AI Chatbot Assistance Natural Language Processing (NLP)-powered chatbot to help users understand market movements.

5. User-Friendly Interface Designed for novice traders and experienced investors alike. Portfolio Tracking & Insights – Analyze, track, and optimize crypto portfolios.

Agience is a web-based platform to visualise cryptocurrency related data with the aim to simplify market analysis, since we were heavily dependant on data analysis we decided to use python as it's best suited for the job.

We specifically used Flask to manage APIs, backend and frontend routes while CookieDAO DataSwarm API was used for getting live and historical data data which is then fed to agents

The agent uses K-means clustering to categorise and visualise tokens and assets on our platform with additional OpenAI models for the chatbot to give user a more simplified user experience and explore more about the data

We have used Docker and Amazon EC2 to run the application