Darshit Bhamani
@darshitbhamani
Azure Data Engineer leveraging Lakehouse ETL/ELT and PySpark to deliver governed, near-real-time analytics on Azure.
What I'm looking for
I’m a highly skilled Azure Data Engineer with over 4 years of experience designing and managing scalable cloud-based data solutions. I focus on building robust ETL/ELT pipelines and optimizing data storage architectures using Azure services like Azure Data Factory, Databricks, and ADLS Gen2.
In my current role at Manulife, I designed and maintained scalable data pipelines integrating policy, claims, and customer data from multiple systems for analytics, reporting, and risk assessment. I optimized SQL Server and Azure SQL through query tuning and indexing, processed large volumes of structured and unstructured data with Azure Databricks and PySpark for near real-time insights, and managed distributed data with Azure Cosmos DB to support reliable, high-availability access. Previously at ICICI Bank, I built ETL and real-time streaming pipelines using Azure Data Factory, Databricks, Event Hubs, and Stream Analytics to enable near real-time fraud detection and alerting.
I’ve also strengthened end-to-end Lakehouse architectures with Delta Lake and Medallion patterns, and improved data governance and enterprise analytics through secure, compliant implementations. I implement encryption, access controls, and monitoring using Azure Key Vault and Azure Monitor, and I develop high-performance data models and data warehouse solutions using Snowflake and Azure Synapse Analytics to support advanced analytics, reporting, and forecasting.
Experience
Work history, roles, and key accomplishments
Azure Data Engineer
Manulife
Sep 2024 - Present (1 year 10 months)
Designed and maintained scalable Azure Data Factory and Azure Databricks ETL workflows integrating policy, claims, and customer data for analytics, reporting, and risk assessment. Optimized database performance, processed large volumes with Azure Databricks/PySpark, and implemented secure storage and governance using Azure services.
Data Engineer
ICICI Bank
May 2021 - Mar 2023 (1 year 10 months)
Developed Azure Data Factory and Databricks ETL workflows for high-volume banking transactions, including secure ingestion, transformation, and compliance-aligned processing. Built real-time streaming pipelines with Event Hubs and Stream Analytics for near real-time fraud detection, and delivered enterprise data warehouse solutions using Synapse Analytics and Databricks.
Education
Degrees, certifications, and relevant coursework
Conestoga College
PG Certificate in Business Analytics, Business Analytics
2024 - 2024
Earned a PG Certificate in Business Analytics at Conestoga College (Jan 2024–Aug 2024).
Canadore College
PG Certificate in Project Management (IT), Project Management (IT)
2023 - 2023
Earned a PG Certificate in Project Management (IT) at Canadore College (May 2023–Dec 2023).
MS University
MBA in Finance, Finance
2019 - 2021
Earned an MBA in Finance at MS University (Jul 2019–Apr 2021).
Charusat University
B.Tech in Computer Engineering, Computer Engineering
2014 - 2018
Earned a B.Tech in Computer Engineering at Charusat University (Jul 2014–Apr 2018).
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Job categories
Skills
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