🗺️Roadmap

Here is an overview of the goals we are eager to acheive:

Phase 1: Foundation and Proof of Concept

• Data Acquisition & Refinement: Identify and secure reliable crypto market data sources (exchanges, APIs, historical price data). Develop data cleaning and preprocessing pipelines.

• Model Selection & Prototyping: Research and experiment with powerful machine learning models suited to financial time-series forecasting (e.g., LSTM networks, transformers, reinforcement learning). Create an initial working prototype.

• Backtesting: Rigorously backtest the prototype against historical market data. Iterate on the model to achieve a strong baseline accuracy (above 80%).

• Smart Contract Framework: Design the basic smart contract logic on Ethereum for potential prediction markets or automated trading functions (if applicable).

• Wallet Integration: Implement secure integration with common Ethereum wallets (e.g., MetaMask) for potential investment action and user management.

Phase 2: Prediction Refinement and User Interface

• Multi-Factor Modeling: Expand the model to incorporate additional data inputs (e.g., on-chain metrics, global economic indicators, social sentiment). Explore ensemble techniques for combining predictions.

• Risk Assessment: Develop clear risk metrics alongside predictions. Include volatility assessment and potential downside scenarios.

• Front-End Design: Build a user-friendly web interface for displaying predictions, insights, and risk assessments in a clear and visually appealing way.

Phase 3: Advanced Features and Community

• Custom Strategies: Develop recommendation mechanisms allowing users to adjust strategies based on risk tolerance and market conditions.

• Portfolio Optimization Tools: Introduce features that leverage AI predictions to suggest optimal portfolio diversification and rebalancing.

• Community Forum: Create a forum for users to discuss predictions, share strategies, and provide feedback to shape future development.

• API Access: Offer API access for developers to integrate your project's insights with other tools or build custom trading applications.

Phase 4: Scaling and Ecosystem Integration

• Security Audits: Undergo rigorous security audits by reputable third parties to ensure smart contract reliability and protect user funds.

• Decentralized Data: Explore decentralized data sources and oracles to mitigate single points of failure and enhance system integrity.

• Cross-Chain Compatibility: Investigate bridging or multi-chain solutions to potentially expand model predictions and services to other blockchains.

• Partnerships: Build strategic partnerships with established crypto projects, exchanges, or DeFi platforms to reach a wider audience