I was managed to find the REST API with the help of the DevOps portal. Navigate to dev.azure.com with the administrator credentials. If you navigate to overview and keep the network traffic opened, You can see the request ,
https://dev.azure.com/{yourOrganization}/_apis/Contribution/HierarchyQuery
which gives a response as,
{
"dataProviderSharedData": {},
"dataProviders": {
"ms.vss-web.component-data": {},
"ms.vss-web.shared-data": null,
"ms.vss-admin-web.organization-admin-overview-data-provider": {
"id": "cf9a37c1-7c97-4018-8530-962f45b30999",
"name": "ngColombo",
"timeZone": {
"displayName": "UTC",
"id": "UTC"
},
"url": "https://dev.azure.com/ngColombo/",
"description": "",
"privacyUrl": "",
"region": "East Asia",
"hasModifyPermissions": true
}
}
}
you can see ms.vss-admin-web.organization-admin-overview-data-provider
which will give the owner of the organization.

SAMPLE CODE:
getOrganisations () {
const body = {
'contributionIds': ['ms.vss-features.my-organizations-data-provider'],
'dataProviderContext': {
'properties': {}
}
}
const url = 'https://dev.azure.com/Aevitae/_apis/Contribution/HierarchyQuery?api-version=5.0-preview.1'
return axios.post(url, body, this.options)
}