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Subhadra Mukka

@subhadramukka

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Azure Data Engineer with 6 years’ focus on Azure analytics and scalable ETL pipelines.

Canada

Message

What I'm looking for

I’m looking to build and optimize high-performance Azure data platforms—designing scalable ETL, improving warehouse/query performance, and automating pipelines—while partnering with analysts and data scientists to deliver faster, more reliable insights.

I’m an Azure Data Engineer with nearly 6 years focused on building, analyzing, and implementing Azure-based data engineering and analytics solutions. I design scalable data integration and automate complex data pipelines to improve business operations.

At TD Bank, I develop and optimize data integration with Azure Data Factory, streamline ETL for data movement across systems, and build processing workflows using Azure Databricks. I also architect Azure Data Lake Storage repositories and lead enterprise data warehousing using Azure Synapse Analytics to improve query performance and reporting.

Previously at Ooredoo, I implemented a metadata-driven ETL framework with Azure Data Factory and Databricks, improving pipeline scalability and reusability. I focused on data profiling, dimensional modeling for analytical reporting, and collaboration with data scientists to accelerate time-to-insight.

Earlier in my career as a Data Analyst and ETL Developer, I delivered insights through reporting and dashboards (including Power BI/Tableau) and built robust ETL pipelines with strong emphasis on data quality, monitoring, and governance. My certifications (PL-300, AZ-900) reinforce my approach to turning data platforms into dependable decision-making engines.

Experience

Work history, roles, and key accomplishments

Current

Azure Data Engineer

Current

TD Bank

Mar 2025 - Present (1 year 4 months)

Designed and implemented Azure-based data integration and ETL solutions using Azure Data Factory and Databricks. Built data repositories and enterprise warehousing with ADLS and Azure Synapse, and managed Azure SQL Database performance, security, and availability.

Azure Data Factory ETL Azure Databricks Azure Synapse Azure SQL Database Encryption High Availability

Data Engineer

Ooredoo

Aug 2021 - Dec 2024 (3 years 4 months)

Built a metadata-driven ETL framework with Azure Data Factory and Databricks to automate and scale data processing. Performed data profiling and modeling for analytical reporting and supported distributed analytics with Azure Data Lake Analytics, while managing Azure SQL Database.

Azure Data Factory Azure Databricks Error Handling Data Profiler Data Lake Analytics Python Azure SQL Database Indexing Monitoring

Data Analyst

Karvy Computershare (P) Limited

Apr 2018 - Apr 2021 (3 years)

Drew business insights by analyzing trends and running queries on existing data sources. Developed reporting and visualization using SSRS, Excel, Tableau, and Power BI, and implemented process enhancements to reduce data load failures.

SQL Data Analysis Statistical Techniques Data Visualization Excel Tableau Power BI Data Reconciliation Root Cause Analysis Data Reporting

ETL Developer

HCL

Aug 2016 - Apr 2018 (1 year 8 months)

Designed, developed, and maintained ETL pipelines to move and transform data from multiple sources into data warehouses, marts, and lakes. Improved ETL performance and data quality using SSIS, .NET C#, and SQL, and performed end-to-end pipeline testing and monitoring.