Joseph Kump
Graduate Research Assistant
Austin, Texas Metropolitan Area United States
Summary
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Rockstar🎓
Top SchoolJoseph Kump is a graduate research assistant and PhD candidate at UT Austin’s Oden Institute specializing in applied mathematics, computational science, and machine learning with six years of experience building high-performance scientific software. He develops differentiable sea-ice models in Julia that leverage automatic differentiation for adjoint calculations and potential data assimilation, bridging numerical methods with modern ML tooling. Previously he parallelized MASW algorithms for CPUs and GPUs (MPI/CUDA), published in Computers & Geosciences, and devised a wavelet-domain cross-correlation technique that avoids time-domain reconstruction. Comfortable across HPC, Python, and Julia ecosystems, he has a track record of turning mathematical insight into scalable, open implementations. Colleagues describe him as methodical and inventive—adept at finding algorithmic shortcuts that reduce computation without sacrificing rigor.
6 years of coding experience
4 years of employment as a software developer
Doctor of Philosophy - PhD, Computational Science, Engineering, and Mathematics, Doctor of Philosophy - PhD, Computational Science, Engineering, and Mathematics at The University of Texas at AustinMaster's degree, Mathematics, Master's degree, Mathematics at Virginia TechGeneral Education Degree (High School Graduate), College/University Preparatory and Advanced High School/Secondary Diploma Program, General Education Degree (High School Graduate), College/University Preparatory and Advanced High School/Secondary Diploma Program at Maggie L. Walker Governor's School for Government and International Studies
Github Skills (35)
simulation10
fluid10
machine-learning10
gradient10
dynamics10
automatic-differentiation10
climate-change10
derivative10
gpu10
fluid-dynamics10
differentiable-programming10
ocean10
enzyme10
julia10
llvm9
Programming languages (4)
Github contributions (5)
jlk9/MPAS-Ocean.jl
Jun 2024 - Sep 2024
Performance portable and adjoint enabled port of MPAS Ocean in Julia
Contributions:2 reviews, 13 PRs, 96 pushes in 2 months
glwagner/Enzymanigans.jl
Nov 2023 - Nov 2024
Just Oceananigans with Enzyme, mostly
Contributions:1 PR, 35 pushes, 12 branches in 1 year
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