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Irene Kwok is a marketing manager at Siemens Pyramid and develops marketing programs as well as relationships with ISVs related to data warehousing. Previously, Kwok was at British Telecommunications as a senior strategic pricing analyst where she analyzed massive amounts of customer information. She can be reached at ikwok@siem