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I am a Senior QA / ETL Testing professional with 9+ years of banking and technology experience across AML, fraud, regulatory reporting, ETL/data validation, Azure Databricks, ADF, SQL, Python automation, and enterprise modernization programs. I have a strong blend of QA, data validation, and development experience, bringing technical depth to automation, debugging, backend validation, and delivery coordination. I thrive in highly regulated environments and enjoy collaborating with cross-functional teams to drive release readiness and data quality improvements. In my current role at TD Bank, I lead validation efforts across credit reporting, fraud controls, and cloud data transformations. I excel at coordinating with business analysts, developers, product owners, and offshore QA teams to drive SIT/UAT support, defect triage, and release readiness, while supporting modernization initiatives involving reporting migrations and platform conversions in highly regulated environments.…I am a Senior QA / ETL Testing professional with 9+ years of banking and technology experience across AML, fraud, regulatory reporting, ETL/data validation, Azure Databricks, ADF, SQL, Python automation, and enterprise modernization programs. I have a strong blend of QA, data validation, and development experience, bringing technical depth to automation, debugging, backend validation, and delivery coordination. I thrive in highly regulated environments and enjoy collaborating with cross-functional teams to drive release readiness and data quality improvements. In my current role at TD Bank, I lead validation efforts across credit reporting, fraud controls, and cloud data transformations. I excel at coordinating with business analysts, developers, product owners, and offshore QA teams to drive SIT/UAT support, defect triage, and release readiness, while supporting modernization initiatives involving reporting migrations and platform conversions in highly regulated environments.

Pranjali Malbari

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I am a Senior QA / ETL Testing professional with 9+ years of banking and technology experience across AML, fraud, regulatory reporting, ETL/data validation, Azure Databricks, ADF, SQL, Python automation, and enterprise modernization programs. I have a strong blend of QA, data validation, and development experience, bringing technical depth to automation, debugging, backend validation, and delivery coordination. I thrive in highly regulated environments and enjoy collaborating with cross-functional teams to drive release readiness and data quality improvements. In my current role at TD Bank, I lead validation efforts across credit reporting, fraud controls, and cloud data transformations. I excel at coordinating with business analysts, developers, product owners, and offshore QA teams to drive SIT/UAT support, defect triage, and release readiness, while supporting modernization initiatives involving reporting migrations and platform conversions in highly regulated environments.…I am a Senior QA / ETL Testing professional with 9+ years of banking and technology experience across AML, fraud, regulatory reporting, ETL/data validation, Azure Databricks, ADF, SQL, Python automation, and enterprise modernization programs. I have a strong blend of QA, data validation, and development experience, bringing technical depth to automation, debugging, backend validation, and delivery coordination. I thrive in highly regulated environments and enjoy collaborating with cross-functional teams to drive release readiness and data quality improvements. In my current role at TD Bank, I lead validation efforts across credit reporting, fraud controls, and cloud data transformations. I excel at coordinating with business analysts, developers, product owners, and offshore QA teams to drive SIT/UAT support, defect triage, and release readiness, while supporting modernization initiatives involving reporting migrations and platform conversions in highly regulated environments.

Available to hire

I am a Senior QA / ETL Testing professional with 9+ years of banking and technology experience across AML, fraud, regulatory reporting, ETL/data validation, Azure Databricks, ADF, SQL, Python automation, and enterprise modernization programs. I have a strong blend of QA, data validation, and development experience, bringing technical depth to automation, debugging, backend validation, and delivery coordination. I thrive in highly regulated environments and enjoy collaborating with cross-functional teams to drive release readiness and data quality improvements. In my current role at TD Bank, I lead validation efforts across credit reporting, fraud controls, and cloud data transformations.

I excel at coordinating with business analysts, developers, product owners, and offshore QA teams to drive SIT/UAT support, defect triage, and release readiness, while supporting modernization initiatives involving reporting migrations and platform conversions in highly regulated environments.

Skills

Experience Level

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Work Experience

Senior QA Analyst / Senior ETL QA Lead at TD Bank, Canada

December 1, 2021 - Present

Lead QA validation across enterprise banking programs covering credit reporting, fraud controls, CIAM security remediation, and cloud data transformation. Validate Azure Databricks and Azure Data Factory pipelines, including source-to-target mapping, schema checks, control totals, transformation logic, and downstream reconciliation. Perform SQL-based data validation across multiple upstream and downstream systems to confirm completeness, accuracy, and regulatory reporting integrity. Develop and use Python / PySpark-based validation utilities to reduce manual reconciliation effort and improve repeatability of recurring test cycles. Test Kafka / JSON-based ingestion flows, batch jobs, and analytical reporting outputs for large-scale banking and compliance use cases. Coordinate with business analysts, developers, product owners, and offshore QA teams to drive SIT, UAT support, defect triage, and release readiness. Support modernization initiatives involving reporting migrations, platform

QA Analyst / ETL QA Analyst at TATA Consultancy Services (Client: CIBC Bank), Canada

October 1, 2018 - December 1, 2021

Executed AML transaction monitoring, sanctions screening, and fraud-related validation across banking compliance platforms including Firco UI and related monitoring workflows. Validated HIT / No-HIT scenarios, alert processing, case handling logic, and backend data movement for compliance-sensitive banking transactions. Performed ETL and database testing for source-to-target banking feeds using SQL queries, reconciliation checks, and defect analysis. Supported regression, SIT, and UAT cycles while working closely with business users and technical teams in release-driven environments. Created and maintained UFT automation scripts and test assets to improve repeatability and coverage for recurring QA cycles.

Software Developer / QA Analyst at TAXSMILE / ICICI BANK, India

December 1, 2006 - June 1, 2008

Gained hands-on experience as a software developer on tax submission and banking-related applications using Visual Basic and MS SQL Server. Designed, enhanced, and supported application functionality, combining development work with testing and backend data validation. Built and executed complex SQL queries, stored procedure validations, and database checks to support business rules, reporting accuracy, and issue resolution. Partnered with users and project teams for requirement understanding, defect analysis, functional testing, integration testing, and UAT support.