3. Wallet Intelligence Layer

This layer abstracts individual wallet addresses into behavioral personas. It includes:

• Address fingerprinting: Categorizes wallets based on actions, timing, and on-chain roles (e.g., deployer, sniper, airdrop farmer).

• Token preference mapping: Tracks historical buy/sell activity to infer token biases.

• Anomaly detection: Flags outliers in behavior such as flash dumps, bot patterns, and wash trading signals.