Banco Popular de Puerto Rico

Ed Wrazen is vice president of product marketing at Trillium Software, a division of Harte-Hanks. You can contact him at ed_wrazen@trilliumsoftware.com.

George Marinos is PricewaterhouseCoopers' National Data Quality Partner. With more than nineteen years of experience in the information systems industry, he has spent the past six years helping client organizations implement risk management solutions and data management programs that balance the need for a disciplined approach to people, process and technology challenges with appropriate action along a full spectrum of risks. Marinos can be reached at george.marinos@us.pwc.com or through http://www.pwc.com/dataquality/.

Before joining Fair Isaac as a senior consultant in 1995, Dr. Harvey Noyes had more than 20 years of professional experience in financial services businesses, operations research and risk management consulting, and university teaching. Noyes holds graduate degrees in human experimental psychology; his B.S. is in mathematics. He may be reached at (410) 931-7800.

Patrick Walden, business systems analyst for Trane, abusiness of American Standard Companies.

Jeff Rishel, director of IT for Graham Packaging.

David Wegman is the executive vice president of marketing and business development, and George J. "Lek" Loechl is a senior communications consultant at Vision Solutions, a leading developer of cross-platform managed availability software and services. Together they have more than 40 years of experience in the high tech field. You can contact them at dwegman@visionsolutions.com or lekster@ameritech.net.

Igor Gonchar is an associate partner in IBM's Business Consulting Services CRM Solutions Practice. One of the practice responsibilities includes support for IBM�s insurance business models (Insurance Application Architecture and Insurance Information Warehouse) and e-business solutions for insurance companies. Gonchar is a lead data and data warehouse architect in this practice.

Roman Lenzen has more than 16 years of analytical customer relationship management and risk experience and is currently the director of analytics at Quaero, a CSG company. Lenzen has delivered value added analytical processes across several industries. He can be reached at roman_lenzen@csgsystems.com.

Don Arendarczyk is a founding Principal at CBIG Consulting, a professional services firm that helps clients leverage their data assets through business intelligence, data warehousing, and big data analytics to produce timely, effective business strategies and tactical decisions. His responsibilities include managing, developing and implementing big data analytics architectures, business intelligence /data warehousing solutions and cloud-based analytics services. CBIG’s subject matter expertise extends to a variety of industries including consumer packaged goods, telecommunications, manufacturing, insurance, banking and health care. You can reach Don at don.arendarczyk@cbigconsulting.com

Anurag Wadehra is vice president of Marketing and Product Management at Siperian, Inc., developers of the most flexible master data management platform. For further information, contact the author at awadehra@siperian.com or visit the company's Web site at http://www.siperian.com.