Conducted web-based research, data verification, and quality assessments to improve global mapping accuracy. Identified, classified, and labeled objects to support development of AI training datasets and machine-learning models. Evaluated and enhanced digital map content used by millions of users worldwide.

Led cross-functional coordination between Agile and Retail Banking teams within a Fortune 200 financial organization, supporting end-to-end project lifecycle execution. Became the SME for Google Data Studio (Looker Studio) within one month, enabling rapid dashboard development across the Retail Banking and Card teams. Translated complex business requirements into KPIs, dashboards, and data visualizations. Conducted ETL processes using SQL (with parameters) and gained exposure to JavaScript and Google APIs. Built automated Excel-based reporting using advanced parsing techniques and pivot tables. Supported reconciliation data research, ad-hoc reporting, and SOP creation/modification, ensuring high accuracy and compliance with internal standards.

Performed detailed BSA/AML compliance analyses in Salesforce for the leading U.S. crypto exchange. Investigated AML alerts, escalated discrepancies, and contributed to Suspicious Activity Report (SAR) preparation. Supported training initiatives using Lucidchart and Confluence to standardize documentation and improve onboarding. Identified workflow inefficiencies and proposed process improvements to strengthen compliance operations.

Partnered with the North America Controller on preparation of financial statements and full-cycle accounting functions. Implemented process improvements that streamlined invoice approval workflows across six departments. Enhanced reporting accuracy and cross-team communication through structured documentation and refined processes.

Maintained general ledger accuracy and executed monthly close, reconciliations, and GAAP-compliant reporting. Audited Front Desk and F&B departmental reports to ensure operational and regulatory compliance. Prepared financial reports for Finance leadership and trained newly hired accountants during onboarding.

Managed daily AP/AR operations and resolved discrepancies within ERP/SAP systems. Produced weekly and monthly aging reports using pivot tables and VLOOKUP to identify trends and risks. Optimized invoice processing accuracy and supported process improvements across the accounting function.