AI Pools-Filter for Liquidity Provision

Designed for passive investors seeking steady returns without chasing every high-risk farm, Selen AI’s Pools-Filter intelligently curates the best liquidity opportunities:

• APR Forecasting: LSTM-based models predict future yield by analyzing fee flow trends and impermanent loss exposure, providing more stable and realistic return expectations.

• Smart-Contract Risk Scoring: Combines static code analysis with behavioral anomaly detection to flag threats like proxy upgrades, honeypots, or rug-pull indicators.

• Capital Allocation Planner: Dynamically recommends how to distribute capital across top-rated pools to optimize for risk-adjusted yield—maximizing returns without overexposure.

This tool transforms DeFi farming into a guided, data-driven process—ideal for users who want passive gains with active protection.