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Research:
Statistical
Machine learning for ARchitecture and compilation (SMART) Lab (run by Dr. John
Cavazos), University of
Delaware: June 2009 – present
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Worked on
the detection of intrusions on virtual machines using support vector
machines, in particularly the possibility of real-time detection using
the GPU.
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Explored
methods to optimize CUDA code, including using different modes of
storage (local memory, shared memory, and registers) and loop unrolling
Video/Image
Modeling and Synthesis Laboratory (run by Dr. Chandra
Kambhamettu): September 2006-June 2009
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Worked on
tracking the motion of sea ice from Satellite Imagery, traveled to
APLIS '07 ice camp in the arctic.
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Implemented
stereo/motion algorithms with the goal of tracking cloud motion from a
sequence of satellite imagery, with a focus on taking advantage of the
GPU to allow the results to be processed in real-time.
Research
as part
of course projects:
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Implemented
photon mapping on the GPU using CUDA as a project for an advanced
graphics course entitled 'Rendering and Image
Synthesis'.
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Programmed a CUDA implementation of autostereoscopic image
generation using a light field for a Computational Photography course.
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