Yangjun Kevin Liu
Drilling Automation Engineer @ CNPC USA
About
Drilling automation engineer, data scientist and geophysicist with 15+ years of oil and gas industry experience. Practical hands‑on experience leveraging AI agents and advanced coding platforms (Cursor, Claude Code, GitHub Codespaces) for industry applications such as web apps, machine learning workflows and data engineering. Strong foundation in rock physics, geomechanics, reservoir characterization, AVO and basin modeling. I blend geophysical expertise with software engineering and machine learning to develop innovative solutions for the energy sector. I build and deploy AI‑driven applications, including autonomous code analysis tools that quickly understand and improve complex projects, automate data workflows and integrate GPT APIs to enhance geotechnical analysis. Notable projects include the Rock Physics Templates (RPTs) web app, deep neural networks for pore pressure prediction, and enterprise AI assistants leveraging Google and GPT APIs. Using platforms such as Cursor, Claude Code and GitHub Codespaces, I create agents that efficiently analyze complex codebases and accelerate development. I am passionate about bridging domain science and modern software engineering to make data‑driven decisions. GitHub: https://github.com/yjliu212 ResearchGate: https://www.researchgate.net/profile/Yangjun-Liu-2 WebApps: https://www.rockphysicstemplates.com
United States
Greater Houston
Oil & Energy
Data Analysis, Neural Networks, Machine Learning, Data Science, Data Analytics, QI, Omega, MATLAB, Seismic guided drilling, Python (Programming Language), Techlog, Velocity model building, Rock physics, Anisotropy, Geophysics, Matlab, Fortran, Geomechanics, Petrel, Seismic Imaging
Experience

Self-Employed Consultant
Integrating AI and machine learning workflows into geotechnical, petrophysical, geomechanics and rock physics applications.

Senior III Geophysicist
Schlumberger
Houston, Texas Area
● Directed technical projects in reservoir characterization, pore pressure prediction, geomechanics, and AVO analysis. ● Spearheaded QI analysis for exploration projects, including seismic inversion and attribute analysis in the Gulf of Mexico and CCS storage site screening. ● Delivered technical training and established best practices in rock physics modeling and QI techniques. ● Integrated machine learning models into seismic workflows to improve prediction accuracy and reduce uncertainties.

Research Geophysicist
Schlumberger
Houston, Texas Area
● Developed anisotropic velocity models and depth imaging workflows, integrating rock physics constraints. ● Conducted research on subsalt imaging, pore pressure prediction, and seismic-guided drilling techniques. ● Published innovative methodologies on rock physics and velocity modeling, contributing to improved seismic imaging
Yangjun Kevin Liu's Contact Information
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