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Jason Sanders is Senior Software Engineer in the CUDA Algorithms group at NVIDIA Corporation, Inc. He received his M.S. in Computer Science from the University of California Berkeley, researching applications for GPU computing, and holds a B.S. in Electrical Engineering from Princeton University. He previously worked at ATI Technologies, Apple and Novell. Edward Kandrot is Senior Software Engineer on the CUDA Algorithms team at NVIDIA. He has more than 20 years of industry experience focused on code performance and optimization. Kandrot has consulted at many companies including Apple and Autodesk, and has worked for Google, Microsoft, Adobe, and other leading companies.