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@@ -5,7 +5,7 @@ Byoungseon Jeon, PhD
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TECHNICAL SKILLS
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* High performance computing using MPI, OpenMP, CUDA libraries, and HDF5
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* High performance computing using MPI, OpenMP, CUDA/HIP, and HDF5
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* Expertise of machine learning, FDM/FEM/FVM, reservoir simulation, peridynamics, molecular dynamics, Monte-Carlo, and density functional theory
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* Software development using C/C++, Python, Fortran, R, MATLAB
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* Distributed Machine Learning and High Performance Data-Analytics (HPDA) using Python, Horovod, R, Rmpi
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- Developed in-house simulator suites
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- Implemented pre-conditioner, linear solver, IO, and framework using C++, OpenMP, MPI, HYPRE, AmgX, x86 intrinsics, SWIG, Python C-API, cereal, and HDF5
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- CI/CD and test automation using Bash scripting, CMake, and Google test
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- Debugging MPI code using Linaro DDT/gdb and profiling the performance using Cray Perftools, Intel VTune, AMD µProfiler, Nvidia ncu/nsys, and Linaro MAP
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- Debugging MPI code using Linaro DDT/gdb and profiling the performance using Cray Perftools, Intel VTune, AMD µProfiler, TAU, Nvidia ncu/nsys, and Linaro MAP
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- Python and Bash scripting for the model/DSL conversion, unit-test, post-processing, and data analytics
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- Optimized and improved parallel computing algorithm for large-scale processing
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- Investigated Cray environment and optimized performance over cpu-binding and architecture, trouble-shooting MPI compatibility and MPMD hand-shaking
@@ -145,6 +145,14 @@ CERTIFICATES
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* Deep Learning Courses Certificate of Achievement
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- Data Science: Transformers for Natural Language Processing (2023)
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* Udemy certificate of completion
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- Fundamentals of Operating Systems (2025)
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- CUDA Parallel Programming on NVIDIA GPUs (2025)
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- Computer Science 101: Master the theory Behind Programming (2025)
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- Fundamentals of Network Engineering (2025)
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- The Complete Course of Compiler Design (2025)
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- Containers Under the Hood (2025)
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- Software Engineering 101: Plan and Execute Better Software (2025)
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- Fundamentals of Database Engineering (2025)
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- Introduction to Software Development Life Cycle (SDLC) (2024)
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- Linux KVM for System Engineers (2024)
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- Beginners Course: Jq Command Tutorials to Parse JSON Data (2024)
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