Prannoy Munshi

As part of the Tribe Data & Analytics, I contribute to the development of Enterprise Data Products that democratize data within the organization, enabling reporting, analysis, and supporting cutting-edge ML and Generative AI use cases for Data Scientists.

• Test-Driven Development (TDD): Spearheaded the introduction and implementation of TDD using the pytest framework within Databricks, leveraging Python and SQL for robust development practices.
• Automated Testing: Successfully integrated a comprehensive testing framework into deployment pipelines using Azure DevOps, significantly automating test execution and enhancing deployment efficiency.
• Sustainability Data Products: Designed and developed innovative data products focused on energy information and climate risk, contributing to the organization's sustainability initiatives.
• ETL Data Pipelines: Proficient in creating and optimizing ETL data pipelines to efficiently handle and process large datasets, ensuring data integrity and accessibility.
• Data Engineering Toolkit: Collaborated in the co-development of a Data Engineering toolkit utilized by 10 engineering teams, standardizing development, testing, and deployment processes, which reduced time-to-market to just two sprints.
• Code Quality Assurance: Strategized and implemented rigorous code quality measures within the team, later extending these practices across the entire engineering area to enhance overall code reliability.
• Generative AI Integration: Played a key role in coordinating with management to develop a strategic approach for integrating Generative AI, facilitating its adoption among engineers, and actively working on implementing relevant use cases to enhance productivity.
• Talent Acquisition: Actively involved in the recruitment process for engineering talent, ensuring the team is equipped with skilled professionals to meet project demands.
• Training and Development: Trained engineers to become T-shaped, promoting versatility and cross-functional collaboration within the team, thereby enhancing overall team capability.

• Company Overview: DECOS is central Datawarehouse of NN-Bank and is the responsible party to Extract, Transform and provide data to various downstream systems for example, Finance and reporting, Risk etc
• It consumes data from various sources in different formats: Database, XML, CSV etc and also provides final output depending upon consumer's requirement
• Designed, Developed and implemented Automated regression framework and implemented the same in Python using Azure-Devops pipeline
• Designed, Developed and implemented automated-testing-framework for Functional testing - using SpecFlow(C# and Cucumber)
• Designed Data-models(using Data-Vault Technique) in PowerDesigner
• Mentored Functional Analyst/Business to define Acceptance-Criteria in Cucumber Format(Given, When, Then)
• DECOS is central Datawarehouse of NN-Bank and is the responsible party to Extract, Transform and provide data to various downstream systems for example, Finance and reporting, Risk etc
• It consumes data from various sources in different formats: Database, XML, CSV etc and also provides final output depending upon consumer's requirement

• Company Overview: FRAAI-ETL team provides full software suite to transform ABN-AMRO data to WKOneSumX datamodel
• Experience in developing mapping, workflows and application on Informatica Developer(10.2.2)
• Worked on retrieval of data through Data-Lake(Hadoop based), pushdown and usage of different pushdown engines: Spark, Blaze and Native
• Perform requirement analysis, unit testing and code reviews
• Design, develop and integration of automated Regression-test-framework(using ORQA Test tool) to Informatica
• Established Version control-Azure Devops in the project
• Creating and maintaining project Documentation(Technical Design, mapping documents, test scripts) on Confluence and JIRA
• Experience in Analysis of datamodels, of different sources, to bridge it to Wolters-Kluwer Financial Datamodel
• Worked on set-up of CI/CD pipeline
• Setup Gap-Analysis between ABN-AMRO legacy systems and Wolters-Kluwer OneSumX datamodel
• Designed gap-Analysis model for business reporting by creating Dashboards via Microstrategy
• Proposed and developed in-house application for Business Analysts to track gap analysis and gap closure changes
• FRAAI-ETL team provides full software suite to transform ABN-AMRO data to WKOneSumX datamodel

• Company Overview: Financieel Basis Systeem(FBS) team provides Accounted data of ABN-AMRO to reporting team to create Financial reports for DNB, ECB and various other Financial regulators
• Prepare test plans, test strategy and assign test techniques for changes by keeping Risk-based testing approach in view
• Automate and maintain the Regression Test Suite using SAS
• Introduced shift-left test strategy and early business involvement thereby normalizing test effort to 40% of total development effort
• Performed System Testing, Integration Testing and Business Acceptance Testing
• Experience in creating project documentation: Technical design and test scripts
• Experience in requirement gathering, coordination and stakeholder management
• Experience in data analysis using SAS-EG and thorough with advanced SQL
• Worked on analysis, design and development of converting denormalized to a normalized data model
• Performed Root Cause Analysis and conformed to Service Level Agreement for production issues
• Lead team to transition from project-based implementation to Release-Wise-Development
• Setup Offshore team and trained them to deliver changes
• Coached and mentored three team members and helped them to integrate effectively
• Financieel Basis Systeem(FBS) team provides Accounted data of ABN-AMRO to reporting team to create Financial reports for DNB, ECB and various other Financial regulators

• Creating and executing test wares for Performance testing of the online screens by using HP Performance Center
• Automated online screens, for order placing via web-application, through HP QTP(upgraded to UFT)
• Analyze Production problems and propose solutions for them
• Provide validation support during release installation
• Analyze Business requirements for feasibility and find any ambiguity, incompleteness or incorrectness in requirement
• Perform internal and external reviews to deliver quality software