Lingxiao Zhang
Digital Lead at ExxonMobil
Houston, Texas, United States
Summary
👤
Senior🎓
Top SchoolLingxiao Zhang is a Digital Lead and applied machine learning practitioner with 8 years of experience translating advanced algorithms into production at scale for the energy sector. At ExxonMobil he architected and deployed an ML-driven surveillance and optimization platform for over 1,000 unconventional wells that delivered measurable production uplift, and now leads digital project delivery for production optimization. His background blends deep technical R&D—from numerical methods and parallel C++ in TCAD and seismic imaging to hands-on Python model engineering and large-scale inference—paired with proven productization and DevOps experience. Comfortable managing global teams and hybrid rule-based/ML systems, he consistently ships end-to-end solutions that turn geoscience and physics insights into operational value. Notably, his career traces a continuous thread from academic numerical simulation to industrial-scale ML deployment, giving him rare fluency across research, software engineering, and field operations.
8 years of coding experience
13 years of employment as a software developer
BS, Microelectronics, BS, Microelectronics at Peking UniversityMS, Electrical and Computer Engineering, MS, Electrical and Computer Engineering at University of Illinois Urbana-ChampaignHigh School Diploma, High School Diploma at 84 Middle School
English, Chinese, Spanish
Github Skills (41)
meta10
mesh9
python9
data-management9
channel9
aio9
3d-models9
3d-reconstruction9
point-cloud9
cuda9
scene8
mesh-processing8
high-performance8
deep-learning8
3d-printing8
Programming languages (4)
Github contributions (5)
3D-FRONT-FUTURE/3D-FRONT-ToolBox
Jun 2020 - Jun 2022
Contributions:25 commits, 1 PR, 24 pushes in 2 years
IGLICT/PRS-Net
Jan 2020 - Apr 2021
Contributions:44 commits, 1 push in 1 year 2 months
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