@Ming Jun Lim You should be able to register a model with supported formats with Azure ML workspace. Please see this section from documentation.
You would need to create an Azure ML workspace from azure portal and then use ml.azure.com to register your model from the above screen.
Once the model is registered, you can deploy it and call it using REST API or the SDK.
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