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We present a brief report of the first two years of running a National Center of Scientific Computing in Venezuela. The experience of transferring technology and skills in HPC applications and tools are considered through three cases of study in Computational Chemistry, Computational Engineering and Molecular Biology. The future of HPC we are envisioning from the user perspective in our academic community is also discussed.