You can recover a deleted WhatsApp contact by reinstalling WhatsApp and restoring a backup, as removing a contact just removes it from your phone's address book, not the chat history. To restore your chats and contacts, delete WhatsApp, reinstall it, and follow the on-screen instructions to restore from a Google Drive or iCloud backup.