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The Business Solution
- We developed a data migration tool using Microsoft Azure services and Python programming.
- We leveraged Azure Databricks, Azure Data Factory, Azure Data Lake Storage (ADLS) and Azure Key Vault for development or pipelines.
- All the migration data templates were uploaded in csv format on ADLS and then they were passed through data validation pipeline, which logs all the errors which are used to clean the data. Validation rules are configurable.
- Once data is validated and cleaned, they are sequentially passed to pipelines which interlink templates with help of joins and upload data to Salesforce.