• Managed data engineering and production processes for material, customer and vendor master data in the Global Enterprise Data Warehouse• Oversaw successful integration of new country SAP deployments with the Global Enterprise Data Warehouse; supervised implementation of new pricing engine; and, managed creation and loading of master data schemas on Azure/Snowflake• Supported BI reporting for product, customer and vendor analysis, and inventory management and other supply-chain reports, and data warehouse performance reports through assistance in requirements gathering, data analysis and extraction, development of SQL queries, SQL querying tuning• Provided subject matter expertise in the use of master data in reporting and analysis• Participated in data science hackathons building a model for analyzing price elasticity of 3M products and a model for portfolio segmentation • Environment: SQL, R, Azure, Snowflake, SAP, Teradata

• Performed data mining, feature engineering, parameter estimation and regression analysis. Projects: predictive invoicing accuracy model; polypropylene price forecasting model using of price, macroeconomic and weather data; modeled data warehouse log data to identify and diagnose data warehouse slowdowns• Assessed data science capabilities of IT security applications and provided data architecture recommendations to facilitate the use of security data for data science• Ran the weekly Advanced Analytics Steering & Governance meeting, a cross-functional data science forum that proposed an enterprise analytic strategy and framework to facilitate the access and use of internal data for analytics and promote data science-based decision-making• Environment: R, Python, Azure, SAP/HANA, Teradata

• Analyzed and tested changes and fixes to a mineral management dashboard• Conducted business analysis and QA to assist a client in preparing a bid proposal for a legal services website• Conducted business analysis to assist a client in preparing a bid proposal for a city's public services websites• Performed database design modifications and created user input forms for a bank client to add new database functionality• Performed UI design modifications to e-commerce client websites• Wrote software programming test problems and solutions for automated testing of developer applicants

• Responsible for performing in-depth analysis of health care data, gathering data from various sources, designing and building databases, and creating proof of concept designs, business requirements documents, data mapping and profiling, and project documentation• Developed the data architecture and analytical framework for calculating, analyzing and forecasting star ratings and forecast scenario generation • Created a gaps-in-care analysis to identify potential locations for alternative access to care• Environment: Tableau, SQL Server, SAS

• Responsible for the seamless transition of enterprise BI reports impacted by operational changes and migration to a new data warehouse structure. • Performed detailed analysis of healthcare data from disparate sources, data profiling, source-to-target data mapping and determining data transformation rules of old and new Teradata data warehouses, developing BI reports in SAS and SQL, testing and code deployment

• Analyzed customer purchase patterns, develops market segmentation and identifies content up-sell opportunities• Performed data extraction, data mining, visualization and statistical analysis using SQL Server, Business Objects and R

• Performed retail market segmentation and initiated a product allocation optimization model using cluster analysis, linear/logistic regression and GLM implemented with SAS, Matlab and SQL • Performed data visualization and created a regression model to calculate product elasticity curves

• Performed data mining, data visualization and statistical analysis using SQL Server and Excel to assess the impact of current and future Westlaw strategic initiatives. • Analyzed content overlap among solo/small law firm customers and determined the associated downgrade risk. The content overlap analysis had been passed on by other groups since it was considered too difficult to analyze• Analyzed customer cancellations and agents’ quota removal requests to measure the effectiveness of current strategies and to identify potential future strategies

• Led cross-functional teams in developing annual economic capital factors for various lines of business (mortgage financing, insurance, auto financing and commercial finance) and presented recommendations and supporting analyses to senior management• Designed and built economic capital models and databases for retail and commercial credit risk, market risk, operational risk, liquidity risk, business risk, country risk and risk aggregation, including credit risk parameter estimation (PD, LGD, correlation) and VAR analysis• Developed econometric models for economic capital forecasting and stress testing for CCAR • Performed quantitative analysis using Markov chains, multivariate regression, Monte Carlo simulation, curve fitting, time- series analysis and scenario analysis• Conducted research on economic capital, market risk, liquidity risk, counterparty risk, operational risk, risk aggregation, Basel II/III to develop new risk models or enhance existing ones • Mentored new staff assigned to economic capital projects• Drafted and reviewed risk policy memos

• Created commercial credit risk models using Markov chains and Monte Carlo simulation• Designed and built a web application for gathering credit default information and for assisting in the analysis and monitoring of customer credit risk using HTML, CSS, C#, ASP.Net and Javascript. Gathered business requirements from the lines of business. The production version of this application was later incorporated into the credit risk rating system.• Designed and built a credit risk exposure database and validated exposure data from mortgage and automotive groups• Designed a structural credit risk model for project financing• Performed business cycle analysis of home prices• Performed user testing on credit risk applications under development• Met with internal clients and management to gather business requirements, to provide project status updates and to present application prototypes

• Traded foreign exchange and fixed income instruments and derivatives with corporate and institutional banking clients• Structured fixed income and foreign exchange derivatives based on financial analysis of clients’ funding, investment and foreign currency requirements and risk exposures• Provided market commentaries and advice on funding, investment and hedging strategies • Handled more than 70 institutional accounts and generated more than 20 new accounts yearly • Developed software specifications for the treasury trading platform

• Produced daily, weekly and monthly Treasury P&L reports and local market commentaries for Regional Treasury and the Country Treasurer• Performed revenue and cost analysis that assisted the Country Treasurer and Desk Heads in business planning and monitoring• Oversaw compliance with internal, external and regulatory audit requirements• Participated in setting specifications for the business finance reporting application

Performed credit reviews and loan pricing for multinational corporate clients

• Four years in asset management and operations with the last position as Customer Funding Service Officer• Traded fixed income instruments and derivatives with multinational corporations and private banking clients