Application designer, trainer, author, and public speaker, have over 15 years of full-time experience with multidimensional database systems. Have deployed turn-key OLAP-based analysis systems and have also created a number of custom OLAP systems for high-value specialized applications in telecommunications, sales, and manufacturing.