At Manulife Insurance, I build and manage ETL/ELT pipelines across Azure Data Factory, Azure Databricks, and Azure Data Lake Storage Gen2. I use Delta Lake and bronze, silver, and gold layers to support reliable data processing.
I’ve also delivered real-time pipelines with Azure Event Hubs and Azure Stream Analytics, and optimized Snowflake data warehouses for reporting. My work includes monitoring and alerting with Azure Monitor and securing data services with Azure Key Vault.
At Axiom Innovations Inc., I designed Azure Data Factory pipelines and data lake solutions, and developed dimensional models in Azure Synapse Analytics for analytics and business reporting. I also orchestrated processing workflows with Azure Databricks and PySpark.
Earlier, at CMHC and Dominion Lending Centres, I developed enterprise applications, RESTful APIs, and SQL database operations. I used Git and Azure DevOps in Agile/Scrum delivery environments, and participated in development, testing, deployment, and production support.

