Using Classic Outlook on Windows for personal email, calendar, and contact management
Hello
This is not a feature available for personal account.
Another potential place to check is, if you have smart phone, check the phone's contacts app, make sure you don't block the contact there.
Otherwise, tell me about this sender's email address, don't tell me the full address, but the domain part, for example, is it outlook.com, or something else?