Where are my supplied funds stored in Aave Protocol??

Your funds are allocated in a smart contract. The code of the smart contract is public, open source, formally verified and audited by third party auditors. You can withdraw your funds from the pool on-demand or export a tokenised (aTokens) version of your lender position. aTokens can be moved and traded as any other cryptographic asset on Ethereum.