Mohan Liu
Manager, Data Science
Chicago, Illinois, United States
Summary
👤
Senior🎓
Top SchoolMohan Liu is a data science manager at CCC Intelligent Solutions with nine years of experience applying machine learning and computer vision to production AI products in insurance and automotive. He holds a PhD in Materials Science from Northwestern, where he built and maintained a MySQL-backed computational materials database, published a Python API on PyPI, and used high-throughput data to accelerate materials discovery. At CCC he led R&D for real-time multi-task semantic segmentation, multi-photo and multi-label classification, and cloud benchmarking, translating research into scalable AI components. Mohan combines deep-learning, NLP, RESTful API and web development skills with hands-on MLOps experience, and he’s known for debugging code and maintaining data infrastructure. Outside work he channels pattern recognition into music as a bass player in a Chicago rock/metal band, a creative detail that reflects his blend of technical rigor and performance.
9 years of coding experience
9 years of employment as a software developer
Bachelor of Science (B.S.), Physics, Bachelor of Science (B.S.), Physics at Nanjing UniversityData Science, Data Science at The Data IncubatorDoctor of Philosophy (Ph.D.), Materials Science and Engineering, Doctor of Philosophy (Ph.D.), Materials Science and Engineering at Northwestern University
English, Chinese
Github Skills (24)
querying10
random-walk9
dft9
quantum-mechanics9
materials-informatics9
fenics9
simulations9
work-flow9
computational-materials-science9
numba8
science8
density-functional-theory8
hpcc7
database6
git-addons2
Programming languages (5)
Github contributions (5)
mohanliu/VASP_work
Feb 2019 - Sep 2019
A work flow to run a series of DFT calculations automatically on HPCC.
Contributions:63 commits, 4 PRs, 19 pushes in 7 months
hpcccalculationswork-flowdft-calculationsdft
mohanliu/qmpy
Jun 2018 - Sep 2019
A suite of computational materials science tools.
Contributions:7 PRs, 72 pushes, 9 branches in 1 year 2 months
sciencecomputational-materials-sciencefinite-element-analysisfenicsscientific-computing
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