Ming Du
Assistant Computational Scientist
Lemont, Illinois, United States
Summary
👤
Senior🎓
Top SchoolMing Du is an Assistant Computational Scientist with nine years of experience building scalable AI, optimization, and HPC systems for real-world X-ray imaging and autonomous experimentation. Based at Argonne National Laboratory, he combines deep learning, Bayesian methods, and large-scale computing to deliver production-grade tools—from GPU-accelerated ptychography reconstruction libraries (Pty-Chi) to MPI/PyTorch DDP training on >100 GPUs and 30M-sample crystallography models. His background spans industry-grade defect-detection and image-formation algorithms at KLA to pioneering 10^13-voxel tomographic reconstructions and distributed wavefield propagation during his PhD and postdoc. Notably, he bridges research and production by deploying on-prem MLOps/DevOps and leading selective HPC proposals, reflecting a rare blend of experimental beamline experience and systems engineering.
9 years of coding experience
2 years of employment as a software developer
Doctor of Philosophy - PhD Materials Science, Doctor of Philosophy - PhD Materials Science at Northwestern UniversityBachelor of Engineering Materials Science and Engineering, Bachelor of Engineering Materials Science and Engineering at National University of Singapore
Github Skills (48)
tomography10
toolbox10
differentiation10
image-processing9
simulation9
network-tools9
python9
autoencoder9
iterative9
automatic-differentiation9
mosaic9
depth9
deep-learning8
hpc-applications8
bank8
Programming languages (5)
Github contributions (5)
mdw771/xommons
Sep 2019 - Feb 2025
Contributions:16 pushes in 5 years 5 months
mdw771/adorym_dev
Oct 2019 - Mar 2021
Contributions:360 pushes, 13 branches in 1 year 5 months
Find and Hire Top DevelopersWe’ve analyzed the programming source code of over 60 million software developers on GitHub and scored them by 50,000 skills. Sign-up on Prog,AI to search for software developers.