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diff --git a/section_skills.tex b/section_skills.tex
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+++ b/section_skills.tex
@@ -1,11 +1,11 @@
-\subtitle{Technical skills}{\faTasks}
+\subtitle{Technical background}{\faTasks}
\begin{categories}
- \category{Proj. Management}{Team Building, Proposals \& Reports, Technical \& Financial Planning}
- \category{Research}{Mentoring \& Supervision, Presentation \& Publication, Math \& Statistics}
+% \category{Proj. Management}{Team Building, Proposals \& Reports, Technical \& Financial Planning}
+% \category{Research}{Mentoring \& Supervision, Presentation \& Publication, Math \& Statistics}
\category{Programming}{C/C++, POSIX/IPC, OpenMP/NPTL, NUMA, SIMD, CUDA/OpenCL}
\category{System Program.}{Linux \& Kernel Internals, PCIe Drivers, DMA/GPUDirect/DirectGMA}
- \category{Networking}{Ethernet/Infiniband, EPICS, Sockets/MPI/0MQ, RDMA (ROCe), LibVMA}
+ \category{Networking}{Ethernet/InfiniBand, EPICS, Sockets/MPI/0MQ, RDMA (RoCE), LibVMA}
\category{Software Analysis}{gdb, perf/operf, nvvp/nvprof, vtune, valgrind, systap, tcpdump}
% \category{Scientific Computing}{MATLAB, Python/SciPy, ROOT, BLAS/LAPACK}
\category{Data Management}{Brokers, Databases (SQL/TSDB/Array/InMem), XML, Web Development}