Hi @Shuvajit Roy,
You can start a full sync in your user profile service.
If the issue still persists and you cannot find any errors in the ULS logs, I suggest you can open a ticket with Microsoft. Experts there will give you instant help.
Reference: How to Use ULS Log Viewer to Analyze SharePoint Errors?
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