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Work Background
First Community BankBusiness Data Analyst
Sep. 2024 - Mar. 2025United States· Conducted regulatory data analysis and supported compliance reporting by refining SQL scripts and optimizing queries. · Led end-to-end ETL processes to migrate customer financial data, ensuring accuracy and integrity. · Collaborated with IT and business teams to define data mapping rules, develop transformation logic, and validate post-load data. · Analyzed data anomalies and gaps, resolving quality issues in enterprise systems · Designed automated validation scripts to flag discrepancies, reducing reconciliation cycles. · Developed standardized Power BI reports for risk, operations, and compliance, improving consistency and efficiency. · Documented metadata, data lineage, and transformation logic using Confluence to support data governance. · Participated in Agile ceremonies to deliver timely data solutions and reporting enhancements.
FiservBusiness Analyst/Data Conversion Application Analyst
May. 2023 - Jan. 2024Berkeley Heights, New Jersey, United States• Performed technical data mapping analysis and developed data conversion mapping specifications. • Led client-facing mock conversion sessions using VSYS (Fiserv DC Suite) to validate data accuracy and refine conversion logic. • Executed ETL strategies for client data onboarding, ensuring smooth integration with Fiserv financial systems. • Conducted data validation, reconciliation, and system output testing to minimize post-deployment issues. • Collaborated with business and technical teams to identify integration gaps and resolve data issues during conversion. • Created data conversion mapping specifications and/or programs (depending on analyst vs. programmer role) • Ensure quality of data conversion suite including holding quality inspections • Utilized VSYS insights to support iterative testing and improve end-to-end conversion success rates. • Built and reviewed conversion documents for clean data transfer and reduced ETL errors. • Developed strong analytical skills and hands-on experience integrating data from multiple platforms into Fiserv systems. • Managed and analyzed datasets using MS Access, creating queries, forms, and reports to streamline data review and validation. • Automated repetitive tasks and generated actionable insights by leveraging MS Access functionality alongside ETL processes.
Morgan StanleySenior Business Data Analyst
Aug. 2022 - Apr. 2023New York City Metropolitan Area• Defined project objectives, refined business requirements, and supported data-driven project solutions. • Developed and validated ETL pipelines for high-volume datasets using SQL and Dataiku. • Conducted data validation, reconciliation, and quality assurance on ETL outputs. • Automated cash flow reporting and monitoring, reducing manual effort by 40%. • Prepared ad-hoc reports and dashboards using SQL, Excel, and Tableau to support decision-making. • Documented data requirements, workflows, and relationships in the Data Warehouse. • Collaborated with cross-functional teams to analyze and resolve data issues.
TDSr. Business Data Analyst
Feb. 2019 - Jul. 2022Jersey City, New Jersey, United States· Gathered, analyzed, and documented business requirements; prepared Requirement Traceability Matrices and performed gap analysis for process and system changes. · Developed and maintained Tableau dashboards for cash flow, account activity, and liquidity risk reporting for senior leadership and treasury teams. · Optimized ETL workflows with data architects and developers, improving enterprise reporting efficiency by 20%; documented source-to-target mappings. · Collaborated with cross-functional teams on forecasting models, capital planning, and CRM/analytics enhancements for improved project execution. · Worked on B2B client engagement projects, clearly defining roles between sales, analytics and partner management teams to enhance project execution · Supported capital markets, fixed income, derivatives, bonds, equities, and portfolio management reporting and analysis. · Worked on data modeling, data mapping, and definition documentation; supported automated testing and QA in multiple environments. · Applied T-SQL for advanced queries and data mining to identify business opportunities. · Participated in Scrum and SDLC methodologies for software and process implementation.
First BankSr. Business Analyst
Aug. 2017 - Jan. 2019· Managed end-to-end loan processing for a key client, serving as the primary point of contact and coordinating internal teams. · Verified client data accuracy and completeness using T-SQL, resolving critical discrepancies to prevent delays. · Provided feedback on data mapping documents for ETL process to merge tables and worked with data models · Ensured regulatory compliance, mitigating risks and maintaining 100% adherence to standards. · Wrote SQL queries and scripts to export, validate, and analyze internal and external data · Provided regular updates through reports and dashboards, implementing process improvements that reduced loan approval time by 15%.
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