- Leads the budgeting, forecasting, short and long-term planning, corporate and business strategic analysis of the financial team. Performs financial analysis, modeling, forecasting and reporting efforts to ensure efficient financial operations.- Work closely with a data science team in developing ML models and analytics solutions, resulting in faster executive decision-making for consumer behaviors and credit loss prediction- Architected and deployed machine learning models for behavior analysis and fraud detection- Established data science best practices and governance framework for model development, data infrastructure, and software deployment

- Responsible for developing Bank's annual financial budget to support executive management and regulatory review. Prepare monthly report package to Finance Board.- Lead various strategic initiatives and important transactions at the Bank, including bond issuance, stock purchases, asset sale and purchase, and organization profitability assessment- Work closely with multiple committees at the Bank to monitor its loan and deposit portfolio and derive product and funding strategies- Created comprehensive data visualization suite using Tableau for $14B loan portfolio, enabling real-time monitoring of key performance metrics - Worked closely with Data Science team to establish cross-functional data excellence program, reducing data quality issues by 75% and streamlining reporting processes

Core responsibilities:- Managed engagements to develop different stress-testing models to project the total balance for deposits, CDs, and credit card portfolios for DFAST institutions, adhering to Model Risk Management OCC SR 11-7 and SR 11-12.- Led a workstream to validate multiple stress-testing credit loss models for a CCAR bank, spanning the bank’s top 10 portfolios (CRE, IRE, CDL, C&I, Middle Market, and Leasing). - Responsible for developing idiosyncratic studies for two largest credit unions to use for internal assessment, business contingency planning, and stress-testing - Developed and modeled complex financial structures such as reverse engineering of cash flow waterfall. Work on financial instrument valuations and cash flow analysis of fixed income, structured products, whole loan portfolios- Perform compliance testing related to various client financing agreements with investment banks, issuers, regulators, government agencies, and investorsAdditional Responsibilities:- Supervise associates and interns on engagements - Mentor associates and new hires- Served as Model Development Trainer to provide quarterly trainings at the KPMG’s Advisory University

- Manage some of the key risk analytics models at HCA: + US and Canada Risk Appetite and Value at Risk models, designed to monitor credit and residual value risks via Basel II framework for both consumer and commercial loan portfolio, primarily used by the executive team for optimal capital allocation, strategic operational planning, and guidance for loss mitigation strategy + Loss On Disposal model, designed to value to disposal losses, the most concerned risk in lease business + Insurance Cash Flow Risk model, designed to monitor asset and liability investments to ensure duration and the matching of asset and liability expected cash flows for a $500mm portfolio + Pricing Engine: a user-friendly and intuitive engine to price new loans/leases based on RAROC measure; assisting the firm with monitoring the performance and quality of new assets, thereby understanding the added value proposition and inherent risks - Delivered periodic/ad-hoc reports and presented to the executives management of the portfolio risk profile- Recognized by the department for problem solving skills and be the VBA go-to person

- Constructed a Real-Time Bidding model using different empirical methods including principal component analysis, rolling correlation, moving averages and standard deviations, multi-dimensional clustering and other methods to categorize US users. This project potentially helped OpenX exchange market to facilitate the auctions more efficiently and profitably. - Built a template for web publishers to dynamically analyze the value of each pixel on their page. This project helped save clients thousands of upfront hosting costs for reporting services by designing non-proprietary JavaScript visualization to replicate expensive tableau dashboards.

- Acted as lead associate to assist a large publicly held bank in reviewing the performance of all of its branches. Core focus of due diligence included the auditing of financial statements, balance sheet restructuring, operational efficiency assessment, and regulatory risk compliance.- Leveraged Urban Science proprietary software and tools to perform various ad-hoc and periodic analyses for various client engagements- Acted as project manager for multiple projects from end-to-end. Core focus includes overseeing the phase of planning, organizing, developing and delivering.- Refined skill in SQL Server and other database management tools to extract, transform, and load data from various sources and interfaces.

- As part of a team, analyzed the business requirements and systematically designed and maintained databases for different web-apps. Evaluate present or proposed business procedures to define data processing needs. - As part of a team, developed backup and recovery plan based on the data availability requirements of the library and on the potential impact of data loss on the business. Also, helped develop security policy using windows domain accounts and implemented a security strategy to protect against threads.- Prepared detailed flow charts and diagrams outlining system capabilities and processes. Also, documented system problems and resolutions for future reference.