I will migrate data from on prem to azure cloud
Azure Cloud Engineer Expert in ETL ADF CDC LSN PySpark SQL PowerBI
About this Gig
Migrate On-Prem Data to Azure with CDC & Incremental Loads
Looking to move your on-premises data to Azure using Change Data Capture (CDC)? I can help!
With 5+ years of experience in Azure Data Factory, Synapse Analytics, and end-to-end pipeline development, I specialize in efficient, secure, and scalable data migrations. Whether its a one-time full load or ongoing incremental loads (daily/weekly), Ive got you covered.
Full-load + CDC-based incremental loads
LSN tracking to migrate only changed data (SQL Server)
Optimized, dynamic ADF pipelines
High data integrity & performance
Secure handling of large datasets
Documentation & post-delivery support
In past projects, Ive delivered solutions that reduced processing time and improved reliability. Ill work closely with you to ensure the solution aligns with your business goals.
️ Custom solutions and consultations available.
Lets discuss your requirements and get started today!
Technology:
BigQuery
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Python
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Scala
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SQL
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Databricks
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Other
My Portfolio
FAQ
❓What do you need from me to get started?
To begin, I’ll need access to your on-premises database (or a sample), details of your target Azure environment (e.g. Data Lake, Synapse), and information on the data you want to migrate, including update frequency - Via VM or Remote Desktop or Anydesk
❓Do you support both full and incremental loads?
Yes. I’ll configure a full initial load and then set up CDC-based incremental loads using LSN tracking, ensuring only the changed data gets processed in future runs.
❓Can you automate the entire pipelines?
Absolutely. I use Azure Data Factory and Synaspe to orchestrate the pipelines end-to-end, with dynamic configurations, parameterized datasets, and triggers for full automation.
❓What if I don't have CDC enabled?
If CDC is not enabled, I can assist in enabling it on supported SQL Server databases, or we can explore alternative strategies based on timestamps or custom logic.
❓Is my data secure during the migration?
Yes. I follow best practices for secure data handling, including encryption, private endpoints, and secure credentials management through Key Vault.
❓Do you provide documentation or handover support?
Yes. You'll receive clear documentation of the solution, pipeline flow, and configuration steps, along with post-delivery support.
❓How much do you charge for each pipeline?
Each pipeline use case varies based on complexity, data volume, and specific requirements. I prefer charging on an hourly basis to ensure fair pricing for both simple and complex scenarios. Once I understand your use case, I can provide a clear estimate.

