@PRIYANKALINGALA Have you checked if this would work?
New Capability - Availability of new Identity Attributes, Default Identity Profile Mapping and Transforms - Announcements / Product News - SailPoint Developer Community
Timezone attribute is called “Time_Profile_ID“ and looks like it’s predefined automatically, so you could try to map it directly to “timezone“ identity attribute.