Pengcheng Shi
Staff Data Scientist
Greater Houston United States
Summary
👤
Senior🎓
Top SchoolPengcheng Shi is a Staff Data Scientist with 11 years of experience translating geophysics and seismology research into production-grade data science at financial and tech organizations. After earning a PhD in Geophysics from the University of Rhode Island and advanced degrees from the Chinese Academy of Sciences and Nanjing University, he moved from academic research into applied machine learning roles at Capital One and now Tilt. He blends domain expertise in physical sciences with rigorous statistical modeling and production ML workflows, having progressed from PhD research to managerial and principal data science positions. Based in Greater Houston, he pairs research instincts with product-focused delivery, and maintains an active GitHub presence that complements his work-driven, interdisciplinary approach.
11 years of coding experience
7 years of employment as a software developer
Doctor of Philosophy - PhD, Geophysics and Seismology, Doctor of Philosophy - PhD, Geophysics and Seismology at University of Rhode IslandBachelor of Science - BS, Geophysics and Seismology, Bachelor of Science - BS, Geophysics and Seismology at Nanjing UniversityMaster of Science - MS, Geophysics and Seismology, Master of Science - MS, Geophysics and Seismology at Chinese Academy of Sciences
English, Chinese
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (138)
programming-language10
kubeflow10
huggingface10
automl10
gmsh10
event-handling10
signal-processing10
hyperparameter-tuning10
science10
neural-architecture-search10
julia10
pytorch10
machine-learning10
scikit-learn10
equation10
Programming languages (5)
Github contributions (5)
shipengcheng1230/Oetqf.jl
May 2021 - Aug 2022
Earthquake cycle simulation with viscoelastic relaxation
Contributions:6 releases, 65 commits, 22 PRs in 1 year 3 months
simulationgeophysics
shipengcheng1230/GeoGreensFunctions.jl
Jun 2020 - May 2021
Contributions:1 release, 20 commits, 2 PRs in 11 months
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