Lin Liang
Program Manager Scientific Advisor at Schlumberger
Cambridge, Massachusetts, United States
Summary
👤
Senior🎓
Top SchoolLin Liang is a Program Manager and Scientific Advisor with eight years of focused experience at Schlumberger, leading multidisciplinary research teams in multiphysics modeling, inversion, and automated interpretation for formation evaluation and reservoir characterization. He blends deep domain expertise in EM, seismic, sonic, NMR and petrophysics with practical software leadership to deliver cloud-native, microservice-driven platforms and model-based inversion frameworks. Lin’s work spans from pixel-based EM inversion and full-waveform seismic methods to machine learning-enabled borehole interpretation and automated well-log processing, targeting both wellbore- and reservoir-scale problems. He is driving next-generation solutions that combine physics and ML for exploration and field development, with applied projects in casing corrosion evaluation, geosteering, and DAS-based monitoring. Based in Cambridge, MA and holding a PhD in Environmental Science from Peking University, he pairs rigorous academic training with a track record of translating complex geophysical theory into production-ready tools. An often overlooked strength is his history of integrating laboratory rock-physics and petrophysical insights directly into inversion workflows, improving interpretability of ML-augmented models.
8 years of coding experience
16 years of employment as a software developer
Doctor of Philosophy (Ph.D.), Environmental Science, College of Urban and Environmental Sciences, Doctor of Philosophy (Ph.D.), Environmental Science, College of Urban and Environmental Sciences at Peking UniversityBachelor’s Degree, Fluid Machinery and Fluid Engineering, Department of Hydraulic Engineering, Bachelor’s Degree, Fluid Machinery and Fluid Engineering, Department of Hydraulic Engineering at Tsinghua University
Github Skills (3)
crossword7
zeplin7
solidworks7
Programming languages (1)
Github contributions (5)
SPWLA-ORG/templates
Feb 2020 - Mar 2022
This repo contains a collection of templates for SPWLA society
Contributions:18 commits, 1 PR, 16 pushes in 2 years
crosswordtemplatesolidworkstemplateszeplin
SPWLA-ORG/public-resource
Apr 2020 - Sep 2020
Contributions:9 commits, 6 pushes, 1 branch in 4 months
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