About Me
Accomplished Data Analyst with nearly 5 years of experience across financial services and banking analytics, specializing in data mapping, metadata documentation, data quality, and BI reporting. Proven ability to transfo…
Accomplished Data Analyst with nearly 5 years of experience across financial services and banking analytics, specializing in data mapping, metadata documentation, data quality, and BI reporting. Proven ability to transform complex, high-volume financial datasets into certified, governance-ready insights supporting enterprise analytics and forecasting. Strong expertise in SQL, Tableau, Power BI, Ab Initio, and Big Data technologies, with a track record of improving reporting accuracy, ETL performance, and data consistency through cross-functional collaboration
Experience
Data Analyst | Business Analyst | BI Developer
<p>Operated as a core Data Analyst supporting commercial, financial, and operational analytics across large-scale banking datasets.</p><p> Improved reporting accuracy by 15% by conducting data mapping, reconciliation, root-cause analysis, and enforcing data governance standards across multiple financial sources.</p><p> Conducted data quality audits on 2M+ entries, improving compliance, accuracy, and usability of financial datasets.</p><p> Authored detailed test cases, executed SIT and UAT cycles, and tracked defects to ensure high-quality BI deliverables.</p><p> Designed and delivered enterprise BI dashboards using Tableau and Power BI, handling 2M+ records, improving reporting performance by 25%.</p><p> Built optimized data models using calculated fields, parameters, and reusable components to support fast, reliable reporting.</p><p> Published dashboards with proper usage guidance, and refresh governance to support enterprise adoption.</p><p> Developed automated refresh schedules and reusable data pipelines to support periodic reporting cycles.</p><p> Conducted training sessions and walkthroughs for business users to support self-service analytics and dashboard adoption.</p><p> Produced high-impact reports and executive presentations using Power BI, Tableau, Excel, and PowerPoint.</p><p> Tracked and interpreted key KPIs to maintain visibility of commercial, financial, and operational performance.</p><p> Standardized data structures, business definitions, and data dictionaries, enabling smoother BI development and reducing ambiguity across analytics teams.</p><p> Optimized SQL queries and ETL workflows using Ab Initio, Hive, and Impala, improving data retrieval speed by 25% and reducing redundant processing.</p><p> Applied statistical analysis and forecasting techniques to operational datasets, contributing to a 15% improvement in operational efficiency.</p><p> Collaborated in agile sprint teams and cross-functionally with Planning, Trade Finance, and Commercial stakeholders to gather requirements, perform gap analysis, and deliver actionable insights.</p>