Laurent Montigny
System Software Engineer at turbalance
Munich, Bavaria, Germany
Summary
👤
Senior🎓
Top SchoolLaurent Montigny is a system software engineer with nine years of deep expertise accelerating AI and HPC workloads across CPU and GPU architectures, currently optimizing large-scale LLM inference on GPU clusters. He has led a 20-person team at Intel driving an LLVM/MLIR-based AI graph compiler and delivered cross-stack performance wins on Intel Data Center GPUs and Xeon CPUs. His background spans AMD ROCm optimization, supercomputer architecture prototyping, and CUDA/C++ kernel development for CFD and simulation, giving him a rare blend of compiler, runtime, and low-level hardware experience. Laurent pairs hands-on coding (C++, Python, CUDA) with system-level performance analysis and mentoring, having also supported startups through Intel Ignite. An interesting through-line: he started in fluid mechanics and CFD research, coupling reinforcement learning with MPI-parallelized simulations, which informs his pragmatic approach to large-scale, physics-informed compute problems.
8 years of coding experience
9 years of employment as a software developer
Master's degree, Fluid Mechanics, Master's degree, Fluid Mechanics at École PolytechniqueMaster thesis, Computer Science, Master thesis, Computer Science at ETH ZürichMaster’s Degree, Fluid Mechanics, Master’s Degree, Fluid Mechanics at Pierre and Marie Curie University
English, German, French
Github Skills (68)
python10
deep-learning10
tensorflow10
machine-learning10
ml9
neural-network9
deep-neural-networks9
data-science9
latex8
overleaf8
low-level8
plugin8
tex8
pdf8
cpu8
Programming languages (9)
Github contributions (5)
lmontigny/Practice_Cuda
Oct 2017 - Jun 2020
Contributions:22 commits, 24 pushes, 1 branch in 2 years 8 months
lmontigny/MPI
Oct 2017 - Jun 2020
Contributions:42 pushes, 1 branch in 2 years 7 months
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