Work Experience

A detailed look at my professional journey

Sr. Solutions Architect, Migrations

Snowflake

Sept 2022 – Present

Engage directly with customers to design and implement target architectures for migrating their workloads to Snowflake. Analyzing and understanding existing customer architectures to develop comprehensive migration plans. Repointing ETL tools such as Informatica and DataStage from source RDBMS to Snowflake as part of the migration process. Partnering with customers to craft tailored migration solutions, streamline data-movement processes, and design scalable, efficient workloads optimized for cloud performance.

Key Highlights:

  • Design and implement target architectures for cloud migrations
  • Develop comprehensive migration plans and strategies
  • Repoint ETL tools from legacy systems to Snowflake
  • Contribute to product development and internal enablement tools

Sr. Data Architect

Infostrux Solutions Inc

Oct 2021 – Aug 2022

Designed and implemented enterprise-grade data warehouse solutions leveraging Kimball and Inmon methodologies. Led the migration of Google Analytics 360 (GA360) data from GCP to Snowflake. Partnered with clients to define cloud data strategies, establish governance standards, and implement CI/CD workflows for data delivery using Python, DBT, AWS Glue, and SageMaker.

Key Highlights:

  • Enterprise-grade data warehouse solutions
  • Led GA360 data migration from GCP to Snowflake
  • Established cloud data strategies and governance standards
  • Implemented CI/CD workflows with Python, DBT, AWS Glue

Lead Data Engineer

Next Pathway Inc

Feb 2018 - Aug 2021

Collaborated end-to-end with customers — from opportunity discovery and SHIFT product demos to architecture design, value articulation, and post-migration success — ensuring smooth transition from on-premises to cloud environments. Leading multiple teams for code analyzer, code translations from legacy systems like Teradata, Netezza, Hadoop, Oracle to cloud based platforms such as Azure, Snowflake, Redshift, GCP Big Query, Yellowbrick.

Key Highlights:

  • End-to-end customer collaboration and migration success
  • Led multiple teams for code analyzer and translations
  • Migrated from legacy systems (Teradata, Netezza, Hadoop, Oracle)
  • Cloud platforms: Azure, Snowflake, Redshift, GCP BigQuery, Yellowbrick

ETL/Application Developer, Consultant

Bank of Montreal (BMO)

Nov 2016 - Feb 2018

Responsible for developing Microsoft SSIS packages involving IBM Netezza, IBM IGC, REST API and DB2 to automate complex tasks meeting business requirements. Contributed to the creation of an ETL framework that standardized package design and error handling across the department. Migrated data pipelines from Netezza to Hadoop, enabling integration with new big data systems.

Key Highlights:

  • Developed SSIS packages for IBM Netezza, IGC, REST API, DB2
  • Created ETL framework for standardized package design
  • Migrated data pipelines from Netezza to Hadoop
  • Enabled integration with big data systems

BI/ETL Developer, Consultant

G Adventures

Feb 2016 - Nov 2016

Responsible for Business Intelligence and ETL solutions for data migration from Postgre database to Microsoft GP Dynamics. Technical Environment: Visual studio 2010, Microsoft SSIS, Scribe Workbench 7.9, Postgre 9.0, Pervasive, Polaris database, PowerShell, SQL Server 2012, Subversion.

Key Highlights:

  • BI and ETL solutions for data migration
  • PostgreSQL to Microsoft GP Dynamics migration
  • SSIS, Scribe Workbench, PowerShell, SQL Server

ETL Application Developer, Consultant

Bank of Montreal (BMO)

July 2014 - Jan 2016

Worked as a Database/ETL Developer in an Enterprise Data Warehouse (HUB-IDP) in IBM Netezza appliance. Worked on various AML (Anti Money Laundering) data warehouse projects that needed extensive report generation based on Capital Market feeds such as Global One, Calypso and Wallstreet. Worked on regulatory projects such as VOLCKER.

Key Highlights:

  • Enterprise Data Warehouse (HUB-IDP) development
  • AML data warehouse projects
  • Capital Market feeds: Global One, Calypso, Wallstreet
  • Regulatory projects including VOLCKER