Senior Manager Business Insights
Current• Leading the Data Quality and Business Insights functions within the Sales, Assets and Revenue Centre of Excellence (CoE) to generate actionable insights around the firm’s revenue, sales and assets performanceSelected Projects• Gross Sales Forecasting : Developed a Machine Learning based model to forecast Gross Sales for the firm’s institutional business using internal, competitor and macroeconomic data - Ridge, Lasso, RF, XGB • Developed a probabilistic Monte-carlo simulation for predicting the distribution of Assets under Management (AuM), Gross Sales, Gross Redemptions, Net Sales : Mean, Upside and Downside Scenarios• Pricing analytics : Analyzed the historical compression seen in pricing trends across clients and business segments. Tableau dashboard to facilitate variance analysis of Basis points at a country, fund, client level• Financial Planning and Analysis : Developed granular Scenario based forecasts for annual Gross Sales, Gross Redemptions, AuM, BPS and Net Revenue targets using industry data from McKinsey Growth Cube• Data Exceptions Analysis: Created a Power-BI dashboard to highlight anomalies and exceptions in Revenue and AuM data through trend analysis, variance analysis, data quality rules for rectification• Generative AI : Led implementation of FIL’s internal Gen AI based solution to streamline processing of vendor contracts to reduce the turn- around time for extracting required information from legal contracts